Practical guides for using AI in specific contexts — job search, resumes, email, presentations, travel, health, teaching, small business, and more.
20+ use-case deep-dives — practical guides for using AI in specific contexts.
Each guide is standalone — you don't need to take the full course. Pick the topic that's relevant to you right now.
Have a guide idea we're missing? See CONTRIBUTING.md.
Last reviewed: 2026-08
How AI is changing careers, jobs, and the skills that matter — and what you should do about it.
AI will not take all jobs. AI will change almost all jobs. Some roles will disappear; new ones will emerge. The people who thrive will be those who adapt.
This guide is neither doom nor hype. It's a practical look at how work is changing and what you can do.
Roles heavily based on routine, well-defined tasks:
- Data entry clerks
- Basic customer service (scripted)
- Telemarketers
- Basic bookkeeping
- Translation (routine)
- Basic content writing (SEO articles, product descriptions)
- Junior legal document review
- Basic graphic design (template-based)
These won't disappear overnight, but will shrink significantly over 5-10 years.
Roles requiring human judgment, empathy, physical presence, or complex creativity:
- Nurses, doctors, therapists
- Teachers (especially early childhood)
- Skilled trades (plumbing, electrical, construction)
- Social workers
- Creative directors, strategists
- Sales (relationship-based)
- Physical therapists
- Religious leaders
- Judges, mediators
- Entrepreneurs
These require the human qualities AI can't replicate.
These don't disappear, but become less differentiating. Everyone will have them.
Take our 30-day course. Practice daily. AI skills compound.
Invest in empathy, communication, creativity, judgment. These become MORE valuable.
Go deep in your field. Generalists compete with AI; specialists complement it.
Specific tools change. Be ready to learn new ones. Don't over-invest in any single platform.
In a world of AI content, authentic human voice is valuable. Build your reputation.
If your job is highly automatable, develop side skills or income streams.
Relationships matter more, not less. AI can't replace trust built over years.
Don't panic. Do:
- Assess honestly: which parts of your job can AI do?
- Pivot within your field: move to roles requiring human judgment
- Learn new skills: use AI itself to learn faster
- Build side income: don't put all eggs in one basket
- Network actively: most jobs come through connections
- Consider retraining: community colleges, bootcamps, online courses
Don't:
- Ignore the change (hoping it goes away)
- Wait to be laid off (act before you have to)
- Blame AI or immigrants or politicians (focus on what you can control)
AI could:
- Free humans from drudgery for more meaningful work
- Democratize access to expertise
- Create new industries and roles
- Increase productivity and wages (if well-managed)
- Enable 4-day work weeks (some studies suggest)
The future of work is not predetermined. It depends on choices we make — individually and as a society.
Last reviewed: 2026-08
How to use AI responsibly at work — what's ethical, what's allowed, and what could get you fired.
Most knowledge workers now use AI at work, with or without official permission. This guide helps you:
- Use AI in ways that help your career (not hurt it)
- Avoid common pitfalls that get people fired
- Navigate unclear company policies
- Advocate for sensible AI policies
Some companies have explicit AI policies. Some don't. Find out:
- Is AI use allowed? Which tools?
- What data can/can't be shared with AI?
- Is disclosure required?
- Are there approved vs. prohibited use cases?
If no policy exists, ask. If you can't ask, default to conservative use (see below).
Before sending any prompt to AI, ask: "Would I be comfortable if my boss or IT department saw this?"
If yes → probably safe
If no → don't send it
This simple test prevents most workplace AI disasters.
Disclose:
- When AI did substantial work on a deliverable
- When AI generated content that goes to customers/clients
- When you're presenting AI-generated analysis
- When your company requires disclosure
- When disclosure builds trust (with colleagues, clients)
Don't need to disclose:
- Casual use (looking up a fact, brainstorming)
- AI as a tool (like spellcheck or grammar check)
- Internal notes and drafts
- When your company explicitly doesn't require it
Rule of thumb: If removing AI would change the work significantly, disclose.
Using AI for hiring decisions is high-risk:
- AI can introduce bias (gender, racial, age)
- May violate anti-discrimination laws
- Candidates may not consent to AI evaluation
- "AI personality assessments" are often pseudoscientific
Safe uses:
- Writing job descriptions (review for bias)
- Generating interview questions (review for bias)
- Summarizing resumes (don't use for screening decisions)
Unsafe uses:
- AI screening of candidates
- AI analysis of video interviews for "personality"
- AI ranking of candidates
- Using AI to filter by demographic indicators
Real examples of AI-related terminations:
- Sharing confidential company data with ChatGPT (Samsung engineers, 2023)
- Submitting AI-generated legal brief with fake citations (lawyer, 2023)
- Using AI to make hiring decisions without human review
- Disclosing AI use was required but not disclosing
- Using AI for personal side business on company time
- Bypassing security policies with AI tools
If your company has no AI policy, advocate for one:
- "I want to use AI responsibly. Can we develop guidelines?"
- Suggest a simple framework: what's allowed, what's prohibited, what requires disclosure
- Reference policies from companies like Microsoft, Google, Adobe
- Volunteer to help draft the policy
- Frame as risk management, not restriction
Professionals who use AI well will outcompete those who don't. To build career-relevant AI skills:
- Practice with real (non-confidential) work tasks
- Take our 30-day course
- Join AI communities in your industry
- Share your learnings (builds your brand)
- Mentor colleagues (builds your network)
See our Professionals prompt pack for 22 work-specific prompts.
Last reviewed: 2026-08
The ethical questions you'll face using AI — and practical frameworks for making good choices.
AI ethics isn't abstract philosophy — it's daily choices:
- Should I disclose I used AI for this email?
- Is it OK to use AI to write my child's college essay?
- Should I trust AI's hiring recommendation?
- Can I use AI to analyze my employees' communications?
Your choices, multiplied by millions of users, shape AI's impact on society.
See Skills: Using AI Responsibly for the full framework.
Ethical: Use AI to brainstorm, explain, quiz yourself, get feedback
Unethical: Submit AI-generated text as your own
Ethical: Use AI to draft, edit, summarize — with disclosure where substantial
Unethical: Let AI make decisions about people (hiring, firing, promotions)
Ethical: Use AI as a tool, disclose, create original work
Unethical: Pass AI-generated content as fully human, impersonate other creators
Ethical: Use AI for communication advice
Unethical: Use AI to write personal messages you should write yourself, use AI to manipulate others
Ethical: Use AI to summarize and understand
Unethical: Don't verify before sharing, spread AI-generated misinformation
When should you disclose AI use?
Always disclose:
- Academic work (follow your school's policy)
- Professional work (where AI did substantial work)
- Creative work (audiences deserve to know)
- Decisions affecting others (hiring, medical, legal)
Don't need to disclose:
- Casual AI use (looking up a fact, brainstorming)
- AI as a tool (like spellcheck)
- Internal notes or drafts
Rule of thumb: If removing AI would change the work significantly, disclose.
AI reflects biases in its training data. Watch for:
- Gender bias (assuming doctors are male, nurses female)
- Racial bias (in hiring, lending, criminal justice applications)
- Cultural bias (Western-centric perspectives)
- Political bias (reflecting dominant viewpoints)
Your responsibility:
- Notice biased outputs
- Ask for multiple perspectives
- Don't use AI for decisions about people without human review
- Advocate for inclusive AI in your workplace
AI training data includes copyrighted works, raising ongoing legal questions. Stay informed about evolving copyright law around AI.
AI will displace some jobs and create others. Ethical considerations:
- For employers: invest in retraining, transparent communication, humane transitions
- For employees: build skills AI can't replace, stay adaptable
- For society: support policies that address AI-driven inequality
- For you: don't blame individuals for systemic changes
Training and running AI models consumes enormous energy. Considerations:
- Don't use AI for trivial tasks you could do yourself
- Be mindful of repeated queries (each has environmental cost)
- Support companies committed to renewable energy
- The environmental cost is real but small compared to other industries (for now)
A simple ethics test: "What if everyone used AI the way I'm using it?"
If the answer is "society would be better" — you're probably using AI ethically.
If the answer is "society would be worse" — reconsider your use.
Examples:
- Everyone uses AI to brainstorm ideas → society benefits
- Everyone uses AI to spread misinformation → society harmed
- Everyone uses AI to draft emails → society benefits (time saved)
- Everyone uses AI to write their essays → society harmed (no one learns)
Last reviewed: 2026-08
How AI helps people with disabilities — and how to make sure your AI use is accessible to everyone.
AI is a powerful accessibility tool. It can help people with disabilities do things that were difficult or impossible before. But AI products themselves must be accessible — otherwise they create new barriers.
This guide covers both: using AI for accessibility, and making your AI use accessible.
Tools: Be My Eyes (free), Seeing AI (free), ChatGPT voice mode, Apple/Google built-in features.
Tools: Otter.ai, Google Live Caption, Zoom auto-captions, YouTube auto-captions.
Tools: Apple Voice Control, Google Voice Access, Dragon, smart home devices.
Tools: ChatGPT/Claude (for simplification), specialized apps like Replika (with caution).
Many general AI tools help; specialized apps are emerging.
If you create content with AI, make it accessible:
- Add alt text to images (AI can help draft)
- Caption videos (AI auto-caption, then edit for accuracy)
- Use heading structure in documents (not just bold text)
- Ensure color contrast (AI tools can check)
- Write plain language (AI can simplify)
- Provide transcripts for audio
- Test with screen readers
Accessibility tools often process sensitive data:
- Screen contents
- Voice recordings
- Location data
- Personal communications
Choose tools with strong privacy policies. For especially sensitive contexts, consider self-hosted or HIPAA-compliant options.
Last reviewed: 2026-08
How non-developers can use AI to learn programming, build simple projects, and understand code — without becoming a software engineer.
You don't need to become a developer to benefit from coding knowledge. AI makes it possible for non-technical people to:
- Automate repetitive tasks
- Build simple tools and websites
- Understand what developers do
- Communicate better with technical colleagues
- Solve problems code can solve
This guide assumes zero coding background.
1. Describe what you want in plain English
"I want a script that renames all my photo files by date taken."
2. AI writes the code
Ask ChatGPT, Claude, or use Replit Agent.
3. AI explains the code
"Explain each line in plain English."
4. You run the code
Follow AI's instructions for running it.
5. You debug with AI
Paste error messages, AI explains and fixes.
6. You iterate
"That worked. Now can you add [feature]?"
This workflow lets you build useful things without "knowing how to code."
Start small. Build something you actually use.
Don't just have AI write code — learn from it:
- Ask "why did you use this approach?"
- Ask "what's an alternative way?"
- Ask "what's the simplest version of this concept?"
- Type the code yourself (don't copy-paste) — muscle memory matters
- Build small variations to test understanding
After 5-10 small projects, you'll have surprising competence.
AI can write code, but:
- It can introduce subtle bugs (always test)
- It can't architect complex systems (you need a developer for big projects)
- It uses outdated libraries sometimes (verify APIs exist)
- It can't deploy and maintain apps (you need DevOps knowledge)
- Security: AI code can have vulnerabilities (don't use for production without review)
For personal/learning projects: AI is perfect. For production apps: use AI for prototyping, hire developers for production.
Build a personal website:
1. Open Replit Agent
2. Prompt: "Build a simple personal website with a homepage, about me, and contact form. Use HTML, CSS, and a bit of JavaScript. Make it look modern and clean."
3. AI builds it. Ask it to explain each file.
4. Customize: change text, colors, images.
5. Deploy: Replit can host it for free.
Total time: 30-60 minutes. You now have a website.
Last reviewed: 2026-08
How content creators can use AI to scale output without losing authenticity — and navigate the ethical questions of AI-assisted creation.
AI can:
- Generate 30 video ideas in 30 seconds
- Write scripts and outlines
- Edit video and audio faster
- Repurpose one piece into 7 formats
- Analyze what's working (and why)
- Translate content for global audiences
But: AI-generated content is flooding the internet. Authentic human voice becomes MORE valuable, not less. Use AI to amplify your voice, not replace it.
1. Ideation (ChatGPT/Claude)
Generate 30 ideas, pick the best 5.
2. Research (Perplexity)
Verify facts, find data, cite sources.
3. Outline (ChatGPT/Claude)
Structure the piece.
4. Draft (You + AI)
You write the personal parts. AI helps with research-heavy sections.
5. Edit (ChatGPT/Claude as editor)
"Read this and tell me what's weak, what to cut, what to expand."
6. Polish (Grammarly)
Final proofread.
7. Repurpose (AI)
Convert to social posts, email, video script.
AI can write in your style, but should it?
My recommendation:
- Use AI for research and structure
- Write personal stories and opinions yourself
- Use AI for editing, not authoring
- Disclose AI use to your audience
Audiences can tell when content is AI-generated. Authenticity is your competitive advantage.
One piece of content → 7 formats:
1. Original blog post/video
2. Twitter/X thread
3. LinkedIn post
4. Instagram carousel
5. TikTok/Reel script
6. Email newsletter
7. Podcast snippet
AI can convert between formats. See our Content Creators prompt pack.
AI can't replace your on-camera presence, but it can handle everything around it.
See our Content Creators prompt pack for 24 prompts including monetization.
Last reviewed: 2026-08
How to use AI to respond to customers faster, without losing the human touch that builds loyalty.
Support is high-volume, repetitive, and emotionally taxing. AI can:
- Draft replies in seconds
- Summarize long ticket histories
- Suggest solutions from your knowledge base
- Translate for international customers
- Categorize and prioritize tickets
But: customers can tell when they're getting a bot. AI should assist humans, not replace them — especially for upset customers.
1. Read the ticket yourself
Don't let AI summarize before you understand the issue.
2. AI drafts a response
Paste ticket + customer history + your knowledge base. Ask AI to draft.
3. You edit for tone and accuracy
Especially for upset customers — AI can sound cold.
4. Verify technical accuracy
Don't send wrong solutions.
5. Send and log
Note what worked for future training.
Use AI for:
- Routine questions (passwords, billing, shipping)
- Initial drafts of complex replies
- Summarizing long histories
- Translating
- Categorizing tickets
Human-only:
- Upset or angry customers
- High-stakes issues (legal, financial, safety)
- Sensitive situations (death, illness)
- VIP customers
- Novel issues not in knowledge base
Upload your FAQ, product docs, and past tickets to NotebookLM. Then:
- Customer asks question
- You ask NotebookLM: "What's the official answer to this?"
- NotebookLM responds using only your docs (no hallucinations)
- You send the response
This dramatically reduces hallucinations and ensures consistent answers.
AI tends to write in a neutral, slightly corporate tone. For support:
- "Make this warmer"
- "Make this more apologetic"
- "Make this empathetic, not defensive"
- "Sound like a human, not a bot"
For upset customers, lead with empathy: "I'm sorry you're dealing with this. Let me help."
Last reviewed: 2026-08
How to use AI to plan your day, week, and life — without turning yourself into a productivity robot.
AI can:
- Break overwhelming projects into actionable tasks
- Prioritize based on impact and urgency
- Schedule around your energy levels
- Suggest what to delegate or delete
- Help you plan for realistic capacity
But: AI can't do the work. It removes the friction of planning so you can focus on doing.
Each morning:
1. Tell AI your context: energy level, meetings, deadlines
2. List today's tasks (brain dump)
3. Ask AI to: prioritize (Pareto), time-block, identify what to delegate/defer/delete
4. Review the plan
5. Start working
10 minutes of planning saves 2+ hours of unfocused work.
Each Sunday:
"I have these goals for the week: [LIST]. My commitments: [MEETINGS/EVENTS]. My energy pattern: [MORNING/AFTERNOON PERSON]. Help me:
1. Identify top 3 priorities
2. Time-block deep work
3. Plan buffer time
4. Identify what to say no to
5. Plan rest and recovery"
See our Professionals prompt pack for templates.
When a project feels paralyzing:
"I need to [BIG PROJECT]. I have [DURATION]. I'm stuck because [REASON]. Break this into:
1. Smallest possible first step
2. 5 milestones
3. Daily actions for the first week
4. What 'done' looks like
5. What I should ignore"
AI is excellent at decomposition — turning overwhelm into action.
For difficult decisions:
"I need to decide between [OPTIONS]. My criteria: [LIST]. My constraints: [LIST]. Help me:
1. Frame the decision clearly
2. List pros and cons of each option
3. Identify what info I'm missing
4. Apply a framework (10/10/10, regret minimization)
5. Make a recommendation"
AI won't decide for you — but it structures your thinking.
AI can help you match tasks to energy:
"I'm a [MORNING/EVENING] person. My energy dips at [TIME]. Here's my task list: [LIST]. Suggest a schedule that:
1. Matches high-energy work to peak hours
2. Does admin during low energy
3. Builds in breaks
4. Protects deep work time"
Time management is really energy management.
Last reviewed: 2026-08
How to use AI to write, reply to, and organize email — saving hours per week without losing your voice.
Email is high-volume, low-stakes (mostly), and formulaic — perfect for AI assistance. AI can:
- Draft replies in seconds
- Adjust tone (formal, casual, apologetic)
- Summarize long threads
- Translate for international colleagues
- Catch typos and improve clarity
Most professionals save 30-60 minutes per day using AI for email.
1. Read the email yourself first
Don't let AI summarize before you've read it — you might miss context.
2. Decide your response
What do you want to say? Jot 3-5 key points.
3. Ask AI to draft
Paste the email + your points + the desired tone, ask AI to draft.
4. Edit and send
Read AI's draft, edit for your voice, verify any facts, send.
Never send AI's draft without reading it. That's how you send wrong information.
AI is excellent at tone adjustment:
- "Make this more formal"
- "Make this warmer"
- "Make this more concise"
- "Make this apologetic without admitting fault"
- "Make this firm without being rude"
This is especially useful for difficult emails (turning down an offer, addressing a conflict, asking for a raise).
When you're added to a 50-message thread:
1. Copy the entire thread
2. Paste into ChatGPT or Claude
3. Ask: "Summarize this thread. What's the decision needed from me? What's the context I need?"
This saves 15-30 minutes per long thread.
For international email:
- Use DeepL for best quality
- Use ChatGPT/Claude for nuance and cultural context
- Always have a native speaker review important emails
AI translation is good enough for internal communication but not for legal/contractual emails.
See our Templates: Email Prompts for copy-paste templates including:
- Follow-up after no response
- Declining a meeting
- Asking for a deadline extension
- Apologizing for a mistake
- Introducing two people
Last reviewed: 2026-08
How to use AI to understand health information — strictly for awareness, NOT for diagnosis or treatment.
AI is NOT a doctor. This guide is for:
- Understanding general health concepts
- Preparing questions for your doctor
- Learning about lifestyle factors
- Navigating the healthcare system
AI is NOT for:
- Diagnosing conditions
- Replacing medical advice
- Deciding whether to seek care
- Interpreting test results
- Stopping or starting medications
If you have a health concern, see a real medical professional. AI can hallucinate medical advice that could harm you.
Before seeing a doctor:
"I'm seeing a doctor about [SYMPTOM]. Help me:
1. Describe my symptoms clearly
2. List questions I should ask
3. Understand what tests they might order
4. Know what to bring (medications, history)
5. Know what to expect"
This makes appointments more productive.
When you get a diagnosis or test result:
- "Explain [TERM] in plain language"
- "What does this test measure?"
- "What are normal ranges?"
- "What would cause abnormal results?"
Don't use AI to interpret YOUR results — use it to understand the concept, then ask your doctor about your specific case.
AI can help with general wellness:
- "Suggest 10 healthy habits for [GOAL]"
- "What are the benefits of [FOOD/EXERCISE]?"
- "Help me build a weekly meal plan"
- "What does the research say about [HABIT]?"
Verify health claims — AI can hallucinate studies. Look for citations and check them.
AI can provide general information about mental health, but:
- It's not a therapist
- It can't diagnose mental health conditions
- For crises: contact local emergency services or crisis hotlines
- For ongoing support: see a licensed therapist
AI can help you:
- Understand what therapy is and how to find a therapist
- Learn about common mental health concepts
- Practice mindfulness exercises
- Track your mood (in your own notes)
Health information is extremely sensitive:
- Don't share specific diagnoses with free AI tools
- Don't share medication lists
- Don't share test results
- Use anonymized descriptions: "I'm experiencing [generic symptom]"
- Consider HIPAA-compliant tools for sensitive health questions
Last reviewed: 2026-08
How to use AI to find jobs, prepare for interviews, and stand out — without sounding like everyone else who's using AI.
AI can help you tailor your resume for each application, research companies before interviews, practice interview questions, and write outreach messages. But it also means employers see hundreds of AI-generated applications — so authenticity and specificity matter more than ever.
The job seekers who win aren't those who use AI the most, but those who use it strategically while keeping their human voice.
Before applying, use Perplexity or ChatGPT to research the company:
This takes 15 minutes and dramatically improves your application quality.
See AI for Resumes for a detailed guide. The short version: paste the job description and your resume into ChatGPT or Claude, ask it to identify the 5 most important keywords, and suggest 3-5 bullet point rewrites that better match the JD.
Don't fabricate experience. Only reframe what you actually have.
Most cover letters are generic. Yours shouldn't be. Use AI to:
Avoid: "I am passionate about...", "team player", "hard worker". See our prompt for cover letters.
Paste the job description into ChatGPT and ask:
Then practice out loud. AI can role-play as the interviewer: "You be the hiring manager at [Company]. Ask me 5 questions one at a time, and give me feedback on each answer."
AI can help you write outreach messages, prepare for informational interviews, and follow up. But the human connection is what matters — AI just removes the friction of writing.
See our networking prompts for templates.
Last reviewed: 2026-08
How to use AI to practice and learn languages faster than traditional apps alone.
Traditional apps (Duolingo, Rosetta Stone) are structured but limited. AI provides:
- Unlimited conversation practice
- Real-time correction
- Cultural context
- Personalized to your level and interests
- Available 24/7
Combine AI with structured apps for fastest progress.
Use ChatGPT Voice Mode:
"Let's practice [LANGUAGE]. I'm at [LEVEL] level. Have a conversation with me about [TOPIC]. Correct my mistakes gently. Don't switch to English unless I ask."
Topics: ordering food, asking directions, talking about family, discussing work, current events.
Paste your writing into Claude:
"Here's my practice paragraph in [LANGUAGE]. Please:
1. Correct grammar and spelling
2. Suggest more natural phrasing
3. Explain each correction
4. Give me 3 alternative ways to express the same idea"
Don't just copy corrections — understand them.
Ask AI:
"Give me 10 useful [LANGUAGE] words related to [TOPIC]. For each:
- Word
- Pronunciation
- Translation
- Example sentence
- A mnemonic to remember it
Then quiz me."
Spaced repetition + AI-generated mnemonics = fast vocabulary acquisition.
AI can help you engage with native content above your level:
- Paste a news article, ask AI to simplify it to your level
- Paste a YouTube transcript, ask AI to explain idioms
- Ask AI to recommend content at your level
Don't use AI to translate everything — struggle a bit, that's how you learn.
Language and culture are intertwined. Ask AI:
- "When do I use formal vs. informal [LANGUAGE]?"
- "What's the cultural context of this phrase?"
- "What topics are taboo in [CULTURE]?"
- "How do I politely decline in [LANGUAGE]?"
This is something apps don't teach well, but AI excels at.
Consistency beats intensity. 30 min/day for 6 months > 5 hours/day for 2 weeks.
Last reviewed: 2026-08
How small businesses and marketers can use AI for content, ads, email, and strategy — without a big team or budget.
Marketing is content-heavy, creative, and data-driven — perfect for AI. AI can:
- Generate 30 content ideas in 30 seconds
- Write ad copy variations for A/B testing
- Personalize email campaigns
- Analyze competitor strategies
- Build customer personas
- Optimize landing pages
Small teams can now do what required agencies 5 years ago.
1. Research (Perplexity, ChatGPT)
- Audience, competitors, trends
2. Plan (ChatGPT, Claude)
- Content calendar, campaign structure, personas
3. Create (ChatGPT, Claude, image tools)
- Copy, images, videos, emails
4. Optimize (ChatGPT for analysis)
- A/B test ideas, landing page improvements
5. Analyze (ChatGPT with data)
- Performance review, insights, next steps
AI can generate:
- Blog post drafts (you edit heavily)
- Social media posts (10 variations in seconds)
- Email newsletters
- Video scripts
- Ad copy
But: AI-generated content is flooding the internet. Quality and authenticity win. Use AI to draft, then add your unique perspective and voice.
See our Marketers prompt pack for 22 specific prompts.
See our Templates: Email Prompts for templates.
Use Perplexity to research competitors:
- "What is [Competitor]'s positioning?"
- "What's their content strategy?"
- "What are their strengths and weaknesses?"
- "What gaps exist that I could exploit?"
15 minutes of AI research replaces hours of manual digging.
Last reviewed: 2026-08
How to use AI for budgeting, investing research, and financial decisions — without taking financial advice from a chatbot.
AI is not a financial advisor. AI can provide general information and help you think through decisions, but:
- It can't give personalized financial advice
- It can be wrong about specific numbers (interest rates, tax rules)
- It doesn't know your full financial situation
- It can't be held liable for bad advice
For important decisions, consult a human financial advisor. AI is for education and thinking, not advice.
Ask AI:
"I want to build a monthly budget. My income is $[X]. My fixed expenses are: [list]. Help me:
1. Categorize my expenses
2. Suggest a budgeting method (50/30/20, zero-based, etc.)
3. Identify areas to cut
4. Set up a tracking system
5. Plan for irregular expenses"
Don't share account numbers or specific transaction details.
Use Perplexity (with citations) for investment research:
- "What's the difference between ETFs and mutual funds?"
- "What are the pros and cons of index investing?"
- "What's the historical return of the S&P 500?"
- "What are the tax implications of [action]?"
Verify all numbers and current rates. AI may use outdated data.
See Skills: Protecting Your Privacy.
AI can explain tax concepts:
- "What's the difference between standard and itemized deductions?"
- "How do capital gains taxes work?"
- "What records should I keep for taxes?"
But: tax laws change yearly, vary by jurisdiction, and depend on your specific situation. Use AI for learning, use a CPA for filing.
Last reviewed: 2026-08
How to use AI for journaling, habit-building, learning, and self-reflection — without letting AI replace your own thinking.
Personal growth requires:
- Reflection (hard to do consistently)
- Honest feedback (rare from friends)
- New perspectives (we get stuck in our own)
- Accountability (we break promises to ourselves)
- Learning (we don't know what we don't know)
AI can help with all of these — as a patient, honest, always-available thinking partner.
Traditional journaling is hard to sustain. AI can help:
Prompt-based journaling:
"Ask me one journaling question per day. Vary them: some about gratitude, some about challenges, some about future goals. After I answer, ask one thoughtful follow-up."
Reflection on entries:
"Here's my journal entry for today: [PASTE]. Without judgment, help me see: 1) patterns I might be missing, 2) what I'm avoiding, 3) what I'm grateful for."
Weekly review:
"Here are my journal entries for the week: [PASTE]. Summarize: 1) themes, 2) emotional patterns, 3) what I'm proud of, 4) what I'm avoiding, 5) one thing to focus on next week."
AI can help design and stick to habits:
Design:
"I want to build a habit of [HABIT]. My current routine: [DESCRIBE]. My past failures: [DESCRIBE]. Help me: 1) Make it tiny (2-minute version), 2) Stack it on an existing habit, 3) Design the environment, 4) Plan for obstacles, 5) Track progress."
Accountability:
"Check in with me daily about [HABIT]. Ask: did I do it? What got in the way? What will I do differently tomorrow? Don't judge — just help me see patterns."
Recovery from failure:
"I broke my streak on [HABIT]. I feel demotivated. Help me: 1) Reframe this without guilt, 2) Identify what triggered the break, 3) Plan to restart today, 4) Adjust the habit if needed."
AI is a personalized tutor:
Concept explanation:
"I want to learn [TOPIC]. I'm at [LEVEL]. Explain it in 3 levels: beginner, intermediate, advanced. Then give me one real-world example and one exercise to practice."
Spaced repetition:
"Quiz me on [TOPIC] I learned last week. Start easy, get harder. For anything I get wrong, explain it differently."
Skill building:
"I want to learn [SKILL] in 30 days. I can practice [MINUTES] per day. Build me a daily plan: what to learn, what to practice, what to produce."
Deep dives:
"I've been learning [TOPIC] for a month. What am I probably missing? What advanced concepts should I explore? What books should I read?"
AI can help you see yourself more clearly:
Pattern recognition:
"Here are 10 journal entries from the past month: [PASTE]. What patterns do you notice in: my mood, my energy, my conflicts, my joys?"
Values clarification:
"Help me clarify my values. Ask me 5 questions, one at a time, that will reveal what I truly care about. After each answer, ask one follow-up."
Decision making:
"I'm deciding between [OPTIONS]. Help me think through: 1) What each option says about my values, 2) What I'd regret more, 3) What my future self would want, 4) What I'm afraid to admit."
AI can help you prepare:
"I need to have a difficult conversation with [PERSON] about [TOPIC]. Help me: 1) Clarify what I want to say, 2) Anticipate their reactions, 3) Plan how to stay calm, 4) Practice what to say."
You can also role-play:
"You be [PERSON]. I'll practice the conversation. Respond as they might, and give me feedback after."
Setting goals:
"I want to set goals for [TIMEFRAME]. My life areas: career, health, relationships, learning, finances. Help me: 1) Set 1-3 goals per area, 2) Make them SMART, 3) Identify which matter most, 4) Plan first steps."
Reviewing goals:
"Here are my goals from 3 months ago: [PASTE]. Here's what happened: [DESCRIBE]. Help me: 1) Celebrate wins, 2) Understand misses, 3) Decide what to keep/drop/adjust, 4) Set next 3-month goals."
See Skills: Collaborating, Not Depending.
Personal growth involves sensitive information:
- Your fears, hopes, dreams
- Your relationships
- Your failures
- Your mental health
Protection:
- Use ChatGPT "temporary chat" for sensitive reflections
- Anonymize: "I have a family member [A]" instead of names
- Don't share specific identifying details
- Consider a journal/notebook for the most private reflections
- See Skills: Protecting Your Privacy
Last reviewed: 2026-08
How to use AI to plan, design, and deliver better presentations — without spending hours on slides.
Presentations are time-consuming: research, outline, design, practice. AI can help with each stage:
- Research the topic
- Structure the narrative
- Design slides (with tools like Gamma)
- Write speaker notes
- Anticipate audience questions
- Practice delivery
Most people cut presentation prep time by 50-70% with AI.
Before opening any tool, answer:
- Audience: who?
- Goal: what do they should do/know/feel after?
- Duration: how long?
- Format: in-person, virtual, hybrid?
Write this down. AI needs this context to help well.
Paste your context into ChatGPT or Claude:
"I'm presenting a [DURATION] presentation on [TOPIC] to [AUDIENCE]. My goal is [GOAL]. Help me outline:1. Hook (first 30 seconds)
2. 3-5 main sections
3. Key message for each section
4. Transition between sections
5. Closing with CTA"
Iterate until the structure feels right.
Options:
- Gamma — AI generates slides from your outline (fastest)
- Canva Magic Design — template + AI suggestions
- Beautiful.ai — smart formatting
- PowerPoint with Copilot — if you have Microsoft 365
Don't let AI design your slides without your input. Generic AI slides look generic.
For each slide, ask AI:
"What should I say while showing this slide? Write 3-5 sentences in conversational tone."
Don't read from slides — use notes as prompts, not scripts.
Ask AI: "What 10 questions might the audience ask? For each, suggest a 2-sentence answer."
Prepare for the top 5. The others you can handle live.
AI can role-play:
"You be a skeptical audience member. Ask me tough questions about my presentation."
Or use ChatGPT Voice Mode to practice your delivery out loud.
Last reviewed: 2026-08
How to use AI to write, tailor, and improve your resume — without sounding like a robot wrote it.
A resume is a marketing document, and AI is excellent at marketing copy. AI can:
- Tailor your resume for each job description
- Rewrite weak bullet points into strong ones
- Identify keywords for ATS (Applicant Tracking Systems)
- Catch typos and inconsistencies
But AI can't fabricate experience, and it can make you sound generic if you let it. The key is using AI as an editor, not an author.
1. Start with your raw material
List every job, project, and achievement. Don't worry about formatting yet.
2. Identify the target job's keywords
Paste the JD into ChatGPT: "What are the 10 most important keywords in this job description?"
3. Tailor bullet points
Paste your bullet points and ask: "Rewrite these to better match this job description, using the STAR framework (Situation, Task, Action, Result). Don't fabricate — only reframe."
4. Quantify everything
AI can help you find metrics: "What numbers could I add to make these bullets more impactful?"
5. Check ATS compatibility
Ask AI: "Will this resume pass an ATS? What formatting might cause problems?"
6. Final polish
Use Grammarly for final proofreading.
Every bullet point should follow STAR:
- Situation: context
- Task: what you were responsible for
- Action: what you did
- Result: measurable outcome
Weak: "Managed social media accounts"
Strong: "Grew Instagram following from 2K to 15K in 6 months by implementing a content calendar and engaging with followers daily, resulting in 3x engagement rate"
Ask AI to rewrite your bullets in this format.
This is the highest-ROI use of AI for resumes. For each job:
1. Paste the JD
2. Paste your current resume
3. Ask AI to identify gaps and suggest reframes
4. Apply changes that are honest
5. Save a versioned copy (resume_company_date.pdf)
Don't send the same resume to 50 companies. Send 5 tailored resumes to 10 companies each.
See our Job Seekers prompt pack for 22 specific prompts including:
- "Tailor my resume for this job"
- "Write a cover letter that doesn't suck"
- "Quantify my achievements"
- "Prepare for a behavioral interview"
Last reviewed: 2026-08
How older adults can use AI to stay connected, informed, and independent — with special attention to scams and accessibility.
Older adults (65+) are often excluded from AI conversations, but stand to benefit enormously:
- Combat loneliness (AI conversation)
- Stay independent (AI assistance with daily tasks)
- Access information (AI explains complex topics)
- Connect with family (translation, voice calls)
- Navigate technology (AI as a patient tutor)
But: seniors are also prime targets for AI scams. This guide covers both opportunity and safety.
Easiest entry: voice mode on a phone
1. Install ChatGPT or Gemini app (free)
2. Tap the microphone icon
3. Ask a question: "What's the weather today?"
4. Listen to the answer
No typing, no complicated interface. Just talk.
Practice topics:
- "Tell me about [a hobby you enjoy]"
- "What were the major news stories today?"
- "Remind me how to [task you forgot]"
- "Tell me a joke"
AI can't replace human connection, but it can help:
- Daily conversations (voice mode)
- Sharing stories from your life
- Discussing books, news, hobbies
- Playing word games
- Reminiscing (AI asks about your past)
For seniors without frequent visitors, AI provides daily social interaction. But encourage real human connection too.
AI can:
- Summarize news (avoid information overload)
- Explain complex topics in simple terms
- Translate for multi-language families
- Research medical conditions (with verification — see disclaimer below)
- Help with voting decisions (research candidates and issues)
AI is not a treatment for dementia or Alzheimer's. For memory concerns, see a doctor.
Seniors are prime targets for AI-powered scams:
Voice cloning scams: Scammers clone a family member's voice and call pretending to be in trouble. ALWAYS verify by calling back on a known number.
Deepfake video scams: Fake videos of family or celebrities asking for money.
Phishing with AI: AI writes convincing phishing emails. Don't click links in unsolicited emails.
Investment scams: "AI trading bots" promising returns. These are scams.
Romance scams: AI-powered catfishing. Verify identity before sending money or personal info.
Rule: If anyone asks for money, gift cards, or personal info — stop and verify with a trusted family member.
If you're helping a senior family member:
- Set up the AI app for them
- Teach themself the basics (don't do it for them)
- Discuss scam awareness
- Check in on their AI use
- Respect their autonomy — AI can help them stay independent
Last reviewed: 2026-08
How small business owners can use AI to compete with bigger companies — without hiring more staff.
Small businesses lack resources. AI levels the playing field:
- One person can do marketing that used to need a team
- Customer support scales without hiring
- Market research that used to cost $10K+ is now free
- Professional-quality design without a designer
- Data analysis without a data scientist
Small businesses that adopt AI will outcompete those that don't.
AI can replace a marketing agency for small businesses:
- Generate 30 social post ideas in 30 seconds
- Write blog posts (edit heavily for authenticity)
- Create ad copy variations
- Design social graphics (Canva + AI)
- Build email sequences
See our Marketers prompt pack.
For simple queries, AI chatbots can handle 60-80% of volume. But always have a human escalation path.
Use Perplexity:
- "Who are the top 5 competitors in [INDUSTRY] in [LOCATION]?"
- "What are [COMPETITOR]'s strengths and weaknesses?"
- "What are customer pain points in [INDUSTRY]?"
- "What trends are shaping [INDUSTRY]?"
15 minutes of AI research replaces $5K+ consultant reports.
Last reviewed: 2026-08
How teachers can use AI to save time, personalize learning, and reduce burnout — without compromising academic integrity.
Teachers are overworked: lesson planning, grading, parent communication, admin tasks, professional development. AI can save 5-10 hours per week on routine tasks, freeing time for actual teaching.
But AI also raises academic integrity concerns. This guide addresses both: how to use AI for your work, and how to handle students using AI.
Tell AI:
"I'm teaching [GRADE] [SUBJECT]. Topic: [TOPIC]. Duration: [MIN]. Class size: [N]. Help me plan:
1. Learning objective (measurable)
2. Hook (3-min opening)
3. Direct instruction (10 min)
4. Guided practice (15 min)
5. Independent practice (12 min)
6. Closure (5 min)
7. 2 differentiation strategies
8. 1 formative assessment"
See our Teachers prompt pack for 22 specific prompts.
AI excels at differentiation:
"Adapt this lesson for students with: [LIST SPECIFIC NEEDS]. For each:
1. A specific accommodation
2. A modified activity
3. An assessment that doesn't penalize the need"
This saves hours and ensures you're meeting legal requirements.
AI can help grade:
- Multiple choice (fully automatable)
- Short answer (AI suggests scores, you verify)
- Essays (AI provides feedback, you review and finalize)
Never let AI make the final grade without your review. Use AI as a first pass, then apply your professional judgment.
See our Teachers prompt pack for templates.
Three approaches:
Recommendation: Teach students to use AI ethically:
- When AI is allowed vs. not
- How to cite AI use
- How to verify AI output
- What skills they must develop without AI
See our Skills section — especially Using AI Responsibly and Collaborating, Not Depending.
Draft a clear policy:
- Which assignments allow AI, which don't
- How to cite AI use
- Consequences for undisclosed AI use
- What skills students must demonstrate without AI
- How you'll detect AI use (and the limits of detection)
Be transparent. Students respect clear, fair policies.
Teachers burn out from overwork, not from teaching. AI can't reduce your class size or fix systemic issues, but it can:
- Save 5-10 hours/week on routine tasks
- Help you leave work at work
- Reduce decision fatigue
- Provide fresh ideas when you're tapped out
Use the time you save for actual rest — not for taking on more work.
Last reviewed: 2026-08
How to use AI to plan trips, navigate language barriers, and handle travel surprises — making travel less stressful and more enriching.
AI can:
- Plan detailed itineraries in minutes
- Translate in real time
- Recommend local spots tourists miss
- Help with last-minute changes
- Explain cultural context
- Summarize reviews at scale
It's like having a local guide, translator, and travel agent in your pocket.
Tell AI your context:
"I'm planning a [DURATION] trip to [DESTINATION] in [MONTH]. My interests are: [LIST]. Budget: [RANGE]. Traveling with: [WHO]. Help me plan:
1. Day-by-day itinerary
2. Must-see attractions vs. hidden gems
3. Local food to try
4. Cultural etiquette I should know
5. Practical tips (transportation, money, safety)"
Then iterate: "Day 3 feels too packed — can you rebalance?"
Learn 10 basic phrases in the local language. Locals appreciate the effort, even if AI does the rest.
When things go wrong (missed flight, lost luggage, sick abroad):
- Use AI to understand local options
- Translate symptoms for pharmacists
- Find nearby embassies/hospitals
- Draft emails to airlines/hotels
- Understand your rights as a traveler
Don't rely solely on AI for emergencies — also have human contacts (embassy, insurance, family).
Ask AI:
- "What should I wear in [PLACE]?"
- "What's considered rude in [CULTURE]?"
- "How should I tip in [COUNTRY]?"
- "What topics should I avoid?"
- "How do I greet people respectfully?"
This prevents embarrassing mistakes and shows respect for locals.
Instead of reading 200 reviews, paste them into AI:
"Here are 50 reviews of this restaurant. Summarize:
1. What people loved
2. What people complained about
3. Best dishes to order
4. Best time to visit"
Saves 30 minutes per decision.
Last reviewed: 2026-08
What each major AI tool does with your data — and how to opt out.
Different AI tools have different privacy policies. Some use your data to train their models. Some share with third parties. Some are relatively private.
This guide summarizes what we know about each tool's privacy practices. Always verify current policy — these change.
Most private → Least private
1. Self-hosted open-source models (you control everything)
2. Enterprise/API tiers (typically no training on your data)
3. Paid consumer tiers (often opt-out available)
4. Free consumer tiers (often used for training)
Rule: If you're not paying, you're probably the product.
Free tier:
- Conversations stored
- May be reviewed by humans for safety/quality
- Used to train future models (opt-out available in settings)
Plus/Pro ($20/mo):
- Same as free by default
- Opt-out available in Settings → Data Controls
- "Temporary Chat" feature doesn't save history
Team/Enterprise:
- Not used for training by default
- More admin controls
- API: not used for training
How to opt out: Settings → Data Controls → toggle off "Improve the model for everyone"
Free/Pro:
- Conversations stored
- May be used for training (opt-out available)
- Anthropic has strong privacy stance
API:
- Not used for training
- More enterprise controls
How to opt out: Settings → Privacy → opt out of training
Note: Anthropic is generally considered one of the more privacy-conscious AI companies, but always verify current policy.
Free:
- Conversations stored
- May be reviewed by humans
- Used to train models (opt-out available)
Google Workspace integration:
- Subject to your Workspace data policies
- More enterprise controls
API (Vertex AI):
- Not used for training
- Enterprise-grade
How to opt out: Activity controls → turn off Gemini Apps Activity (note: this disables some features)
Best for: Research where you want cited sources without revealing your identity
Best for: Working with your own PDFs, research papers, legal documents
Consumer (free):
- Similar to ChatGPT free tier
- Used for training (opt-out available)
Microsoft 365 Copilot (enterprise):
- Subject to your organization's Microsoft 365 policies
- Not used for training by default
- Enterprise-grade compliance
How to opt out: Account privacy settings
Bing Image Creator (DALL·E):
- Microsoft account required
- Prompts stored
- May be used to improve services
Midjourney:
- Prompts visible in Discord (public by default)
- May be used for training
- Paid subscribers can use Stealth Mode for private generation
Adobe Firefly:
- Subject to Adobe's privacy policy
- Commercial-safe training data
- Enterprise options available
See Skills: Protecting Your Privacy for the complete framework.
Before sending a prompt, ask:
- [ ] Did I include personal identifiers (SSN, ID, account numbers)?
- [ ] Did I include authentication data (passwords, keys, codes)?
- [ ] Did I include health information?
- [ ] Did I include financial information?
- [ ] Did I include confidential work information?
- [ ] Did I include others' information without consent?
- [ ] Would I be comfortable if this prompt appeared in a data breach?
If you checked any box, anonymize or remove that information.
Last reviewed: 2026-08
The safety risks of AI for everyday users — and practical steps to protect yourself and your family.
AI safety has two meanings:
This guide focuses on #2: practical safety for everyday users.
AI confidently states false information. This can cause harm if you act on it.
Protection:
- Verify facts before acting on AI claims
- Especially verify: medical, legal, financial advice
- Use Perplexity for cited research
- Use NotebookLM for your own documents
- See Skills: Identifying Hallucinations
Your conversations with AI may be stored, reviewed, or used to train future models.
Protection:
- Never share: SSN, passwords, bank details, health info, confidential work data
- Use privacy modes: ChatGPT "temporary chat", Claude privacy mode
- For sensitive work: use Team/Enterprise plans
- Anonymize before sharing: "I have a coworker [A]..."
- See Skills: Protecting Your Privacy
AI makes scams more convincing:
- Voice cloning: scammers clone family members' voices
- Deepfake video: fake videos of real people
- Phishing: AI writes convincing emails
- Romance scams: AI-powered catfishing
- Investment scams: "AI trading bots"
Protection:
- Verify identity: call back on known numbers
- Don't send money based on digital contact alone
- Be skeptical of urgency ("act now")
- Don't click links in unsolicited emails
- Educate elderly family members (prime targets)
If you delegate too much to AI, your own skills decline.
Protection:
- Do important tasks yourself first, then use AI to improve
- Maintain core skills: writing, math, critical thinking
- Use AI as a tool, not a crutch
- See Skills: Collaborating, Not Depending
AI makes creating fake content cheap and easy. Social media will flood with it.
Protection:
- Verify before sharing (especially emotional/political content)
- Check source credibility
- Look for primary sources
- Be skeptical of "too good to be true" or "outrageous" content
- Teach family members (especially elderly and children) media literacy
Special considerations for children:
- Set age limits (most AI tools require 13+)
- Monitor use; discuss what they see
- Teach critical thinking early
- Use parental controls
- Discuss deepfakes and online safety
- Model responsible AI use yourself
Workplace safety:
- Follow your company's AI policy (if none, advocate for one)
- Don't share confidential information with AI tools
- Verify AI output before using in work products
- Disclose AI use where appropriate
- For high-stakes decisions (hiring, medical, legal): human review is mandatory
AI is NOT for emergencies. For:
- Medical emergencies: call your local emergency number
- Mental health crises: contact crisis hotlines
- Safety threats: call emergency services
- Suicidal thoughts: contact suicide prevention hotline
AI can't replace emergency services. Don't rely on it in crises.
Last reviewed: 2026-08
20+ use-case deep-dives — practical guides for using AI in specific contexts.
Each guide is standalone — you don't need to take the full course. Pick the topic that's relevant to you right now.
Have a guide idea we're missing? See CONTRIBUTING.md.
Last reviewed: 2026-08
How AI is changing careers, jobs, and the skills that matter — and what you should do about it.
AI will not take all jobs. AI will change almost all jobs. Some roles will disappear; new ones will emerge. The people who thrive will be those who adapt.
This guide is neither doom nor hype. It's a practical look at how work is changing and what you can do.
Roles heavily based on routine, well-defined tasks:
- Data entry clerks
- Basic customer service (scripted)
- Telemarketers
- Basic bookkeeping
- Translation (routine)
- Basic content writing (SEO articles, product descriptions)
- Junior legal document review
- Basic graphic design (template-based)
These won't disappear overnight, but will shrink significantly over 5-10 years.
Roles requiring human judgment, empathy, physical presence, or complex creativity:
- Nurses, doctors, therapists
- Teachers (especially early childhood)
- Skilled trades (plumbing, electrical, construction)
- Social workers
- Creative directors, strategists
- Sales (relationship-based)
- Physical therapists
- Religious leaders
- Judges, mediators
- Entrepreneurs
These require the human qualities AI can't replicate.
These don't disappear, but become less differentiating. Everyone will have them.
Take our 30-day course. Practice daily. AI skills compound.
Invest in empathy, communication, creativity, judgment. These become MORE valuable.
Go deep in your field. Generalists compete with AI; specialists complement it.
Specific tools change. Be ready to learn new ones. Don't over-invest in any single platform.
In a world of AI content, authentic human voice is valuable. Build your reputation.
If your job is highly automatable, develop side skills or income streams.
Relationships matter more, not less. AI can't replace trust built over years.
Don't panic. Do:
- Assess honestly: which parts of your job can AI do?
- Pivot within your field: move to roles requiring human judgment
- Learn new skills: use AI itself to learn faster
- Build side income: don't put all eggs in one basket
- Network actively: most jobs come through connections
- Consider retraining: community colleges, bootcamps, online courses
Don't:
- Ignore the change (hoping it goes away)
- Wait to be laid off (act before you have to)
- Blame AI or immigrants or politicians (focus on what you can control)
AI could:
- Free humans from drudgery for more meaningful work
- Democratize access to expertise
- Create new industries and roles
- Increase productivity and wages (if well-managed)
- Enable 4-day work weeks (some studies suggest)
The future of work is not predetermined. It depends on choices we make — individually and as a society.
Last reviewed: 2026-08
How to use AI responsibly at work — what's ethical, what's allowed, and what could get you fired.
Most knowledge workers now use AI at work, with or without official permission. This guide helps you:
- Use AI in ways that help your career (not hurt it)
- Avoid common pitfalls that get people fired
- Navigate unclear company policies
- Advocate for sensible AI policies
Some companies have explicit AI policies. Some don't. Find out:
- Is AI use allowed? Which tools?
- What data can/can't be shared with AI?
- Is disclosure required?
- Are there approved vs. prohibited use cases?
If no policy exists, ask. If you can't ask, default to conservative use (see below).
Before sending any prompt to AI, ask: "Would I be comfortable if my boss or IT department saw this?"
If yes → probably safe
If no → don't send it
This simple test prevents most workplace AI disasters.
Disclose:
- When AI did substantial work on a deliverable
- When AI generated content that goes to customers/clients
- When you're presenting AI-generated analysis
- When your company requires disclosure
- When disclosure builds trust (with colleagues, clients)
Don't need to disclose:
- Casual use (looking up a fact, brainstorming)
- AI as a tool (like spellcheck or grammar check)
- Internal notes and drafts
- When your company explicitly doesn't require it
Rule of thumb: If removing AI would change the work significantly, disclose.
Using AI for hiring decisions is high-risk:
- AI can introduce bias (gender, racial, age)
- May violate anti-discrimination laws
- Candidates may not consent to AI evaluation
- "AI personality assessments" are often pseudoscientific
Safe uses:
- Writing job descriptions (review for bias)
- Generating interview questions (review for bias)
- Summarizing resumes (don't use for screening decisions)
Unsafe uses:
- AI screening of candidates
- AI analysis of video interviews for "personality"
- AI ranking of candidates
- Using AI to filter by demographic indicators
Real examples of AI-related terminations:
- Sharing confidential company data with ChatGPT (Samsung engineers, 2023)
- Submitting AI-generated legal brief with fake citations (lawyer, 2023)
- Using AI to make hiring decisions without human review
- Disclosing AI use was required but not disclosing
- Using AI for personal side business on company time
- Bypassing security policies with AI tools
If your company has no AI policy, advocate for one:
- "I want to use AI responsibly. Can we develop guidelines?"
- Suggest a simple framework: what's allowed, what's prohibited, what requires disclosure
- Reference policies from companies like Microsoft, Google, Adobe
- Volunteer to help draft the policy
- Frame as risk management, not restriction
Professionals who use AI well will outcompete those who don't. To build career-relevant AI skills:
- Practice with real (non-confidential) work tasks
- Take our 30-day course
- Join AI communities in your industry
- Share your learnings (builds your brand)
- Mentor colleagues (builds your network)
See our Professionals prompt pack for 22 work-specific prompts.
Last reviewed: 2026-08
The ethical questions you'll face using AI — and practical frameworks for making good choices.
AI ethics isn't abstract philosophy — it's daily choices:
- Should I disclose I used AI for this email?
- Is it OK to use AI to write my child's college essay?
- Should I trust AI's hiring recommendation?
- Can I use AI to analyze my employees' communications?
Your choices, multiplied by millions of users, shape AI's impact on society.
See Skills: Using AI Responsibly for the full framework.
Ethical: Use AI to brainstorm, explain, quiz yourself, get feedback
Unethical: Submit AI-generated text as your own
Ethical: Use AI to draft, edit, summarize — with disclosure where substantial
Unethical: Let AI make decisions about people (hiring, firing, promotions)
Ethical: Use AI as a tool, disclose, create original work
Unethical: Pass AI-generated content as fully human, impersonate other creators
Ethical: Use AI for communication advice
Unethical: Use AI to write personal messages you should write yourself, use AI to manipulate others
Ethical: Use AI to summarize and understand
Unethical: Don't verify before sharing, spread AI-generated misinformation
When should you disclose AI use?
Always disclose:
- Academic work (follow your school's policy)
- Professional work (where AI did substantial work)
- Creative work (audiences deserve to know)
- Decisions affecting others (hiring, medical, legal)
Don't need to disclose:
- Casual AI use (looking up a fact, brainstorming)
- AI as a tool (like spellcheck)
- Internal notes or drafts
Rule of thumb: If removing AI would change the work significantly, disclose.
AI reflects biases in its training data. Watch for:
- Gender bias (assuming doctors are male, nurses female)
- Racial bias (in hiring, lending, criminal justice applications)
- Cultural bias (Western-centric perspectives)
- Political bias (reflecting dominant viewpoints)
Your responsibility:
- Notice biased outputs
- Ask for multiple perspectives
- Don't use AI for decisions about people without human review
- Advocate for inclusive AI in your workplace
AI training data includes copyrighted works, raising ongoing legal questions. Stay informed about evolving copyright law around AI.
AI will displace some jobs and create others. Ethical considerations:
- For employers: invest in retraining, transparent communication, humane transitions
- For employees: build skills AI can't replace, stay adaptable
- For society: support policies that address AI-driven inequality
- For you: don't blame individuals for systemic changes
Training and running AI models consumes enormous energy. Considerations:
- Don't use AI for trivial tasks you could do yourself
- Be mindful of repeated queries (each has environmental cost)
- Support companies committed to renewable energy
- The environmental cost is real but small compared to other industries (for now)
A simple ethics test: "What if everyone used AI the way I'm using it?"
If the answer is "society would be better" — you're probably using AI ethically.
If the answer is "society would be worse" — reconsider your use.
Examples:
- Everyone uses AI to brainstorm ideas → society benefits
- Everyone uses AI to spread misinformation → society harmed
- Everyone uses AI to draft emails → society benefits (time saved)
- Everyone uses AI to write their essays → society harmed (no one learns)
Last reviewed: 2026-08
How AI helps people with disabilities — and how to make sure your AI use is accessible to everyone.
AI is a powerful accessibility tool. It can help people with disabilities do things that were difficult or impossible before. But AI products themselves must be accessible — otherwise they create new barriers.
This guide covers both: using AI for accessibility, and making your AI use accessible.
Tools: Be My Eyes (free), Seeing AI (free), ChatGPT voice mode, Apple/Google built-in features.
Tools: Otter.ai, Google Live Caption, Zoom auto-captions, YouTube auto-captions.
Tools: Apple Voice Control, Google Voice Access, Dragon, smart home devices.
Tools: ChatGPT/Claude (for simplification), specialized apps like Replika (with caution).
Many general AI tools help; specialized apps are emerging.
If you create content with AI, make it accessible:
- Add alt text to images (AI can help draft)
- Caption videos (AI auto-caption, then edit for accuracy)
- Use heading structure in documents (not just bold text)
- Ensure color contrast (AI tools can check)
- Write plain language (AI can simplify)
- Provide transcripts for audio
- Test with screen readers
Accessibility tools often process sensitive data:
- Screen contents
- Voice recordings
- Location data
- Personal communications
Choose tools with strong privacy policies. For especially sensitive contexts, consider self-hosted or HIPAA-compliant options.
Last reviewed: 2026-08
How non-developers can use AI to learn programming, build simple projects, and understand code — without becoming a software engineer.
You don't need to become a developer to benefit from coding knowledge. AI makes it possible for non-technical people to:
- Automate repetitive tasks
- Build simple tools and websites
- Understand what developers do
- Communicate better with technical colleagues
- Solve problems code can solve
This guide assumes zero coding background.
1. Describe what you want in plain English
"I want a script that renames all my photo files by date taken."
2. AI writes the code
Ask ChatGPT, Claude, or use Replit Agent.
3. AI explains the code
"Explain each line in plain English."
4. You run the code
Follow AI's instructions for running it.
5. You debug with AI
Paste error messages, AI explains and fixes.
6. You iterate
"That worked. Now can you add [feature]?"
This workflow lets you build useful things without "knowing how to code."
Start small. Build something you actually use.
Don't just have AI write code — learn from it:
- Ask "why did you use this approach?"
- Ask "what's an alternative way?"
- Ask "what's the simplest version of this concept?"
- Type the code yourself (don't copy-paste) — muscle memory matters
- Build small variations to test understanding
After 5-10 small projects, you'll have surprising competence.
AI can write code, but:
- It can introduce subtle bugs (always test)
- It can't architect complex systems (you need a developer for big projects)
- It uses outdated libraries sometimes (verify APIs exist)
- It can't deploy and maintain apps (you need DevOps knowledge)
- Security: AI code can have vulnerabilities (don't use for production without review)
For personal/learning projects: AI is perfect. For production apps: use AI for prototyping, hire developers for production.
Build a personal website:
1. Open Replit Agent
2. Prompt: "Build a simple personal website with a homepage, about me, and contact form. Use HTML, CSS, and a bit of JavaScript. Make it look modern and clean."
3. AI builds it. Ask it to explain each file.
4. Customize: change text, colors, images.
5. Deploy: Replit can host it for free.
Total time: 30-60 minutes. You now have a website.
Last reviewed: 2026-08
How content creators can use AI to scale output without losing authenticity — and navigate the ethical questions of AI-assisted creation.
AI can:
- Generate 30 video ideas in 30 seconds
- Write scripts and outlines
- Edit video and audio faster
- Repurpose one piece into 7 formats
- Analyze what's working (and why)
- Translate content for global audiences
But: AI-generated content is flooding the internet. Authentic human voice becomes MORE valuable, not less. Use AI to amplify your voice, not replace it.
1. Ideation (ChatGPT/Claude)
Generate 30 ideas, pick the best 5.
2. Research (Perplexity)
Verify facts, find data, cite sources.
3. Outline (ChatGPT/Claude)
Structure the piece.
4. Draft (You + AI)
You write the personal parts. AI helps with research-heavy sections.
5. Edit (ChatGPT/Claude as editor)
"Read this and tell me what's weak, what to cut, what to expand."
6. Polish (Grammarly)
Final proofread.
7. Repurpose (AI)
Convert to social posts, email, video script.
AI can write in your style, but should it?
My recommendation:
- Use AI for research and structure
- Write personal stories and opinions yourself
- Use AI for editing, not authoring
- Disclose AI use to your audience
Audiences can tell when content is AI-generated. Authenticity is your competitive advantage.
One piece of content → 7 formats:
1. Original blog post/video
2. Twitter/X thread
3. LinkedIn post
4. Instagram carousel
5. TikTok/Reel script
6. Email newsletter
7. Podcast snippet
AI can convert between formats. See our Content Creators prompt pack.
AI can't replace your on-camera presence, but it can handle everything around it.
See our Content Creators prompt pack for 24 prompts including monetization.
Last reviewed: 2026-08
How to use AI to respond to customers faster, without losing the human touch that builds loyalty.
Support is high-volume, repetitive, and emotionally taxing. AI can:
- Draft replies in seconds
- Summarize long ticket histories
- Suggest solutions from your knowledge base
- Translate for international customers
- Categorize and prioritize tickets
But: customers can tell when they're getting a bot. AI should assist humans, not replace them — especially for upset customers.
1. Read the ticket yourself
Don't let AI summarize before you understand the issue.
2. AI drafts a response
Paste ticket + customer history + your knowledge base. Ask AI to draft.
3. You edit for tone and accuracy
Especially for upset customers — AI can sound cold.
4. Verify technical accuracy
Don't send wrong solutions.
5. Send and log
Note what worked for future training.
Use AI for:
- Routine questions (passwords, billing, shipping)
- Initial drafts of complex replies
- Summarizing long histories
- Translating
- Categorizing tickets
Human-only:
- Upset or angry customers
- High-stakes issues (legal, financial, safety)
- Sensitive situations (death, illness)
- VIP customers
- Novel issues not in knowledge base
Upload your FAQ, product docs, and past tickets to NotebookLM. Then:
- Customer asks question
- You ask NotebookLM: "What's the official answer to this?"
- NotebookLM responds using only your docs (no hallucinations)
- You send the response
This dramatically reduces hallucinations and ensures consistent answers.
AI tends to write in a neutral, slightly corporate tone. For support:
- "Make this warmer"
- "Make this more apologetic"
- "Make this empathetic, not defensive"
- "Sound like a human, not a bot"
For upset customers, lead with empathy: "I'm sorry you're dealing with this. Let me help."
Last reviewed: 2026-08
How to use AI to plan your day, week, and life — without turning yourself into a productivity robot.
AI can:
- Break overwhelming projects into actionable tasks
- Prioritize based on impact and urgency
- Schedule around your energy levels
- Suggest what to delegate or delete
- Help you plan for realistic capacity
But: AI can't do the work. It removes the friction of planning so you can focus on doing.
Each morning:
1. Tell AI your context: energy level, meetings, deadlines
2. List today's tasks (brain dump)
3. Ask AI to: prioritize (Pareto), time-block, identify what to delegate/defer/delete
4. Review the plan
5. Start working
10 minutes of planning saves 2+ hours of unfocused work.
Each Sunday:
"I have these goals for the week: [LIST]. My commitments: [MEETINGS/EVENTS]. My energy pattern: [MORNING/AFTERNOON PERSON]. Help me:
1. Identify top 3 priorities
2. Time-block deep work
3. Plan buffer time
4. Identify what to say no to
5. Plan rest and recovery"
See our Professionals prompt pack for templates.
When a project feels paralyzing:
"I need to [BIG PROJECT]. I have [DURATION]. I'm stuck because [REASON]. Break this into:
1. Smallest possible first step
2. 5 milestones
3. Daily actions for the first week
4. What 'done' looks like
5. What I should ignore"
AI is excellent at decomposition — turning overwhelm into action.
For difficult decisions:
"I need to decide between [OPTIONS]. My criteria: [LIST]. My constraints: [LIST]. Help me:
1. Frame the decision clearly
2. List pros and cons of each option
3. Identify what info I'm missing
4. Apply a framework (10/10/10, regret minimization)
5. Make a recommendation"
AI won't decide for you — but it structures your thinking.
AI can help you match tasks to energy:
"I'm a [MORNING/EVENING] person. My energy dips at [TIME]. Here's my task list: [LIST]. Suggest a schedule that:
1. Matches high-energy work to peak hours
2. Does admin during low energy
3. Builds in breaks
4. Protects deep work time"
Time management is really energy management.
Last reviewed: 2026-08
How to use AI to write, reply to, and organize email — saving hours per week without losing your voice.
Email is high-volume, low-stakes (mostly), and formulaic — perfect for AI assistance. AI can:
- Draft replies in seconds
- Adjust tone (formal, casual, apologetic)
- Summarize long threads
- Translate for international colleagues
- Catch typos and improve clarity
Most professionals save 30-60 minutes per day using AI for email.
1. Read the email yourself first
Don't let AI summarize before you've read it — you might miss context.
2. Decide your response
What do you want to say? Jot 3-5 key points.
3. Ask AI to draft
Paste the email + your points + the desired tone, ask AI to draft.
4. Edit and send
Read AI's draft, edit for your voice, verify any facts, send.
Never send AI's draft without reading it. That's how you send wrong information.
AI is excellent at tone adjustment:
- "Make this more formal"
- "Make this warmer"
- "Make this more concise"
- "Make this apologetic without admitting fault"
- "Make this firm without being rude"
This is especially useful for difficult emails (turning down an offer, addressing a conflict, asking for a raise).
When you're added to a 50-message thread:
1. Copy the entire thread
2. Paste into ChatGPT or Claude
3. Ask: "Summarize this thread. What's the decision needed from me? What's the context I need?"
This saves 15-30 minutes per long thread.
For international email:
- Use DeepL for best quality
- Use ChatGPT/Claude for nuance and cultural context
- Always have a native speaker review important emails
AI translation is good enough for internal communication but not for legal/contractual emails.
See our Templates: Email Prompts for copy-paste templates including:
- Follow-up after no response
- Declining a meeting
- Asking for a deadline extension
- Apologizing for a mistake
- Introducing two people
Last reviewed: 2026-08
How to use AI to understand health information — strictly for awareness, NOT for diagnosis or treatment.
AI is NOT a doctor. This guide is for:
- Understanding general health concepts
- Preparing questions for your doctor
- Learning about lifestyle factors
- Navigating the healthcare system
AI is NOT for:
- Diagnosing conditions
- Replacing medical advice
- Deciding whether to seek care
- Interpreting test results
- Stopping or starting medications
If you have a health concern, see a real medical professional. AI can hallucinate medical advice that could harm you.
Before seeing a doctor:
"I'm seeing a doctor about [SYMPTOM]. Help me:
1. Describe my symptoms clearly
2. List questions I should ask
3. Understand what tests they might order
4. Know what to bring (medications, history)
5. Know what to expect"
This makes appointments more productive.
When you get a diagnosis or test result:
- "Explain [TERM] in plain language"
- "What does this test measure?"
- "What are normal ranges?"
- "What would cause abnormal results?"
Don't use AI to interpret YOUR results — use it to understand the concept, then ask your doctor about your specific case.
AI can help with general wellness:
- "Suggest 10 healthy habits for [GOAL]"
- "What are the benefits of [FOOD/EXERCISE]?"
- "Help me build a weekly meal plan"
- "What does the research say about [HABIT]?"
Verify health claims — AI can hallucinate studies. Look for citations and check them.
AI can provide general information about mental health, but:
- It's not a therapist
- It can't diagnose mental health conditions
- For crises: contact local emergency services or crisis hotlines
- For ongoing support: see a licensed therapist
AI can help you:
- Understand what therapy is and how to find a therapist
- Learn about common mental health concepts
- Practice mindfulness exercises
- Track your mood (in your own notes)
Health information is extremely sensitive:
- Don't share specific diagnoses with free AI tools
- Don't share medication lists
- Don't share test results
- Use anonymized descriptions: "I'm experiencing [generic symptom]"
- Consider HIPAA-compliant tools for sensitive health questions
Last reviewed: 2026-08
How to use AI to find jobs, prepare for interviews, and stand out — without sounding like everyone else who's using AI.
AI can help you tailor your resume for each application, research companies before interviews, practice interview questions, and write outreach messages. But it also means employers see hundreds of AI-generated applications — so authenticity and specificity matter more than ever.
The job seekers who win aren't those who use AI the most, but those who use it strategically while keeping their human voice.
Before applying, use Perplexity or ChatGPT to research the company:
This takes 15 minutes and dramatically improves your application quality.
See AI for Resumes for a detailed guide. The short version: paste the job description and your resume into ChatGPT or Claude, ask it to identify the 5 most important keywords, and suggest 3-5 bullet point rewrites that better match the JD.
Don't fabricate experience. Only reframe what you actually have.
Most cover letters are generic. Yours shouldn't be. Use AI to:
Avoid: "I am passionate about...", "team player", "hard worker". See our prompt for cover letters.
Paste the job description into ChatGPT and ask:
Then practice out loud. AI can role-play as the interviewer: "You be the hiring manager at [Company]. Ask me 5 questions one at a time, and give me feedback on each answer."
AI can help you write outreach messages, prepare for informational interviews, and follow up. But the human connection is what matters — AI just removes the friction of writing.
See our networking prompts for templates.
Last reviewed: 2026-08
How to use AI to practice and learn languages faster than traditional apps alone.
Traditional apps (Duolingo, Rosetta Stone) are structured but limited. AI provides:
- Unlimited conversation practice
- Real-time correction
- Cultural context
- Personalized to your level and interests
- Available 24/7
Combine AI with structured apps for fastest progress.
Use ChatGPT Voice Mode:
"Let's practice [LANGUAGE]. I'm at [LEVEL] level. Have a conversation with me about [TOPIC]. Correct my mistakes gently. Don't switch to English unless I ask."
Topics: ordering food, asking directions, talking about family, discussing work, current events.
Paste your writing into Claude:
"Here's my practice paragraph in [LANGUAGE]. Please:
1. Correct grammar and spelling
2. Suggest more natural phrasing
3. Explain each correction
4. Give me 3 alternative ways to express the same idea"
Don't just copy corrections — understand them.
Ask AI:
"Give me 10 useful [LANGUAGE] words related to [TOPIC]. For each:
- Word
- Pronunciation
- Translation
- Example sentence
- A mnemonic to remember it
Then quiz me."
Spaced repetition + AI-generated mnemonics = fast vocabulary acquisition.
AI can help you engage with native content above your level:
- Paste a news article, ask AI to simplify it to your level
- Paste a YouTube transcript, ask AI to explain idioms
- Ask AI to recommend content at your level
Don't use AI to translate everything — struggle a bit, that's how you learn.
Language and culture are intertwined. Ask AI:
- "When do I use formal vs. informal [LANGUAGE]?"
- "What's the cultural context of this phrase?"
- "What topics are taboo in [CULTURE]?"
- "How do I politely decline in [LANGUAGE]?"
This is something apps don't teach well, but AI excels at.
Consistency beats intensity. 30 min/day for 6 months > 5 hours/day for 2 weeks.
Last reviewed: 2026-08
How small businesses and marketers can use AI for content, ads, email, and strategy — without a big team or budget.
Marketing is content-heavy, creative, and data-driven — perfect for AI. AI can:
- Generate 30 content ideas in 30 seconds
- Write ad copy variations for A/B testing
- Personalize email campaigns
- Analyze competitor strategies
- Build customer personas
- Optimize landing pages
Small teams can now do what required agencies 5 years ago.
1. Research (Perplexity, ChatGPT)
- Audience, competitors, trends
2. Plan (ChatGPT, Claude)
- Content calendar, campaign structure, personas
3. Create (ChatGPT, Claude, image tools)
- Copy, images, videos, emails
4. Optimize (ChatGPT for analysis)
- A/B test ideas, landing page improvements
5. Analyze (ChatGPT with data)
- Performance review, insights, next steps
AI can generate:
- Blog post drafts (you edit heavily)
- Social media posts (10 variations in seconds)
- Email newsletters
- Video scripts
- Ad copy
But: AI-generated content is flooding the internet. Quality and authenticity win. Use AI to draft, then add your unique perspective and voice.
See our Marketers prompt pack for 22 specific prompts.
See our Templates: Email Prompts for templates.
Use Perplexity to research competitors:
- "What is [Competitor]'s positioning?"
- "What's their content strategy?"
- "What are their strengths and weaknesses?"
- "What gaps exist that I could exploit?"
15 minutes of AI research replaces hours of manual digging.
Last reviewed: 2026-08
How to use AI for budgeting, investing research, and financial decisions — without taking financial advice from a chatbot.
AI is not a financial advisor. AI can provide general information and help you think through decisions, but:
- It can't give personalized financial advice
- It can be wrong about specific numbers (interest rates, tax rules)
- It doesn't know your full financial situation
- It can't be held liable for bad advice
For important decisions, consult a human financial advisor. AI is for education and thinking, not advice.
Ask AI:
"I want to build a monthly budget. My income is $[X]. My fixed expenses are: [list]. Help me:
1. Categorize my expenses
2. Suggest a budgeting method (50/30/20, zero-based, etc.)
3. Identify areas to cut
4. Set up a tracking system
5. Plan for irregular expenses"
Don't share account numbers or specific transaction details.
Use Perplexity (with citations) for investment research:
- "What's the difference between ETFs and mutual funds?"
- "What are the pros and cons of index investing?"
- "What's the historical return of the S&P 500?"
- "What are the tax implications of [action]?"
Verify all numbers and current rates. AI may use outdated data.
See Skills: Protecting Your Privacy.
AI can explain tax concepts:
- "What's the difference between standard and itemized deductions?"
- "How do capital gains taxes work?"
- "What records should I keep for taxes?"
But: tax laws change yearly, vary by jurisdiction, and depend on your specific situation. Use AI for learning, use a CPA for filing.
Last reviewed: 2026-08
How to use AI for journaling, habit-building, learning, and self-reflection — without letting AI replace your own thinking.
Personal growth requires:
- Reflection (hard to do consistently)
- Honest feedback (rare from friends)
- New perspectives (we get stuck in our own)
- Accountability (we break promises to ourselves)
- Learning (we don't know what we don't know)
AI can help with all of these — as a patient, honest, always-available thinking partner.
Traditional journaling is hard to sustain. AI can help:
Prompt-based journaling:
"Ask me one journaling question per day. Vary them: some about gratitude, some about challenges, some about future goals. After I answer, ask one thoughtful follow-up."
Reflection on entries:
"Here's my journal entry for today: [PASTE]. Without judgment, help me see: 1) patterns I might be missing, 2) what I'm avoiding, 3) what I'm grateful for."
Weekly review:
"Here are my journal entries for the week: [PASTE]. Summarize: 1) themes, 2) emotional patterns, 3) what I'm proud of, 4) what I'm avoiding, 5) one thing to focus on next week."
AI can help design and stick to habits:
Design:
"I want to build a habit of [HABIT]. My current routine: [DESCRIBE]. My past failures: [DESCRIBE]. Help me: 1) Make it tiny (2-minute version), 2) Stack it on an existing habit, 3) Design the environment, 4) Plan for obstacles, 5) Track progress."
Accountability:
"Check in with me daily about [HABIT]. Ask: did I do it? What got in the way? What will I do differently tomorrow? Don't judge — just help me see patterns."
Recovery from failure:
"I broke my streak on [HABIT]. I feel demotivated. Help me: 1) Reframe this without guilt, 2) Identify what triggered the break, 3) Plan to restart today, 4) Adjust the habit if needed."
AI is a personalized tutor:
Concept explanation:
"I want to learn [TOPIC]. I'm at [LEVEL]. Explain it in 3 levels: beginner, intermediate, advanced. Then give me one real-world example and one exercise to practice."
Spaced repetition:
"Quiz me on [TOPIC] I learned last week. Start easy, get harder. For anything I get wrong, explain it differently."
Skill building:
"I want to learn [SKILL] in 30 days. I can practice [MINUTES] per day. Build me a daily plan: what to learn, what to practice, what to produce."
Deep dives:
"I've been learning [TOPIC] for a month. What am I probably missing? What advanced concepts should I explore? What books should I read?"
AI can help you see yourself more clearly:
Pattern recognition:
"Here are 10 journal entries from the past month: [PASTE]. What patterns do you notice in: my mood, my energy, my conflicts, my joys?"
Values clarification:
"Help me clarify my values. Ask me 5 questions, one at a time, that will reveal what I truly care about. After each answer, ask one follow-up."
Decision making:
"I'm deciding between [OPTIONS]. Help me think through: 1) What each option says about my values, 2) What I'd regret more, 3) What my future self would want, 4) What I'm afraid to admit."
AI can help you prepare:
"I need to have a difficult conversation with [PERSON] about [TOPIC]. Help me: 1) Clarify what I want to say, 2) Anticipate their reactions, 3) Plan how to stay calm, 4) Practice what to say."
You can also role-play:
"You be [PERSON]. I'll practice the conversation. Respond as they might, and give me feedback after."
Setting goals:
"I want to set goals for [TIMEFRAME]. My life areas: career, health, relationships, learning, finances. Help me: 1) Set 1-3 goals per area, 2) Make them SMART, 3) Identify which matter most, 4) Plan first steps."
Reviewing goals:
"Here are my goals from 3 months ago: [PASTE]. Here's what happened: [DESCRIBE]. Help me: 1) Celebrate wins, 2) Understand misses, 3) Decide what to keep/drop/adjust, 4) Set next 3-month goals."
See Skills: Collaborating, Not Depending.
Personal growth involves sensitive information:
- Your fears, hopes, dreams
- Your relationships
- Your failures
- Your mental health
Protection:
- Use ChatGPT "temporary chat" for sensitive reflections
- Anonymize: "I have a family member [A]" instead of names
- Don't share specific identifying details
- Consider a journal/notebook for the most private reflections
- See Skills: Protecting Your Privacy
Last reviewed: 2026-08
How to use AI to plan, design, and deliver better presentations — without spending hours on slides.
Presentations are time-consuming: research, outline, design, practice. AI can help with each stage:
- Research the topic
- Structure the narrative
- Design slides (with tools like Gamma)
- Write speaker notes
- Anticipate audience questions
- Practice delivery
Most people cut presentation prep time by 50-70% with AI.
Before opening any tool, answer:
- Audience: who?
- Goal: what do they should do/know/feel after?
- Duration: how long?
- Format: in-person, virtual, hybrid?
Write this down. AI needs this context to help well.
Paste your context into ChatGPT or Claude:
"I'm presenting a [DURATION] presentation on [TOPIC] to [AUDIENCE]. My goal is [GOAL]. Help me outline:1. Hook (first 30 seconds)
2. 3-5 main sections
3. Key message for each section
4. Transition between sections
5. Closing with CTA"
Iterate until the structure feels right.
Options:
- Gamma — AI generates slides from your outline (fastest)
- Canva Magic Design — template + AI suggestions
- Beautiful.ai — smart formatting
- PowerPoint with Copilot — if you have Microsoft 365
Don't let AI design your slides without your input. Generic AI slides look generic.
For each slide, ask AI:
"What should I say while showing this slide? Write 3-5 sentences in conversational tone."
Don't read from slides — use notes as prompts, not scripts.
Ask AI: "What 10 questions might the audience ask? For each, suggest a 2-sentence answer."
Prepare for the top 5. The others you can handle live.
AI can role-play:
"You be a skeptical audience member. Ask me tough questions about my presentation."
Or use ChatGPT Voice Mode to practice your delivery out loud.
Last reviewed: 2026-08
How to use AI to write, tailor, and improve your resume — without sounding like a robot wrote it.
A resume is a marketing document, and AI is excellent at marketing copy. AI can:
- Tailor your resume for each job description
- Rewrite weak bullet points into strong ones
- Identify keywords for ATS (Applicant Tracking Systems)
- Catch typos and inconsistencies
But AI can't fabricate experience, and it can make you sound generic if you let it. The key is using AI as an editor, not an author.
1. Start with your raw material
List every job, project, and achievement. Don't worry about formatting yet.
2. Identify the target job's keywords
Paste the JD into ChatGPT: "What are the 10 most important keywords in this job description?"
3. Tailor bullet points
Paste your bullet points and ask: "Rewrite these to better match this job description, using the STAR framework (Situation, Task, Action, Result). Don't fabricate — only reframe."
4. Quantify everything
AI can help you find metrics: "What numbers could I add to make these bullets more impactful?"
5. Check ATS compatibility
Ask AI: "Will this resume pass an ATS? What formatting might cause problems?"
6. Final polish
Use Grammarly for final proofreading.
Every bullet point should follow STAR:
- Situation: context
- Task: what you were responsible for
- Action: what you did
- Result: measurable outcome
Weak: "Managed social media accounts"
Strong: "Grew Instagram following from 2K to 15K in 6 months by implementing a content calendar and engaging with followers daily, resulting in 3x engagement rate"
Ask AI to rewrite your bullets in this format.
This is the highest-ROI use of AI for resumes. For each job:
1. Paste the JD
2. Paste your current resume
3. Ask AI to identify gaps and suggest reframes
4. Apply changes that are honest
5. Save a versioned copy (resume_company_date.pdf)
Don't send the same resume to 50 companies. Send 5 tailored resumes to 10 companies each.
See our Job Seekers prompt pack for 22 specific prompts including:
- "Tailor my resume for this job"
- "Write a cover letter that doesn't suck"
- "Quantify my achievements"
- "Prepare for a behavioral interview"
Last reviewed: 2026-08
How older adults can use AI to stay connected, informed, and independent — with special attention to scams and accessibility.
Older adults (65+) are often excluded from AI conversations, but stand to benefit enormously:
- Combat loneliness (AI conversation)
- Stay independent (AI assistance with daily tasks)
- Access information (AI explains complex topics)
- Connect with family (translation, voice calls)
- Navigate technology (AI as a patient tutor)
But: seniors are also prime targets for AI scams. This guide covers both opportunity and safety.
Easiest entry: voice mode on a phone
1. Install ChatGPT or Gemini app (free)
2. Tap the microphone icon
3. Ask a question: "What's the weather today?"
4. Listen to the answer
No typing, no complicated interface. Just talk.
Practice topics:
- "Tell me about [a hobby you enjoy]"
- "What were the major news stories today?"
- "Remind me how to [task you forgot]"
- "Tell me a joke"
AI can't replace human connection, but it can help:
- Daily conversations (voice mode)
- Sharing stories from your life
- Discussing books, news, hobbies
- Playing word games
- Reminiscing (AI asks about your past)
For seniors without frequent visitors, AI provides daily social interaction. But encourage real human connection too.
AI can:
- Summarize news (avoid information overload)
- Explain complex topics in simple terms
- Translate for multi-language families
- Research medical conditions (with verification — see disclaimer below)
- Help with voting decisions (research candidates and issues)
AI is not a treatment for dementia or Alzheimer's. For memory concerns, see a doctor.
Seniors are prime targets for AI-powered scams:
Voice cloning scams: Scammers clone a family member's voice and call pretending to be in trouble. ALWAYS verify by calling back on a known number.
Deepfake video scams: Fake videos of family or celebrities asking for money.
Phishing with AI: AI writes convincing phishing emails. Don't click links in unsolicited emails.
Investment scams: "AI trading bots" promising returns. These are scams.
Romance scams: AI-powered catfishing. Verify identity before sending money or personal info.
Rule: If anyone asks for money, gift cards, or personal info — stop and verify with a trusted family member.
If you're helping a senior family member:
- Set up the AI app for them
- Teach themself the basics (don't do it for them)
- Discuss scam awareness
- Check in on their AI use
- Respect their autonomy — AI can help them stay independent
Last reviewed: 2026-08
How small business owners can use AI to compete with bigger companies — without hiring more staff.
Small businesses lack resources. AI levels the playing field:
- One person can do marketing that used to need a team
- Customer support scales without hiring
- Market research that used to cost $10K+ is now free
- Professional-quality design without a designer
- Data analysis without a data scientist
Small businesses that adopt AI will outcompete those that don't.
AI can replace a marketing agency for small businesses:
- Generate 30 social post ideas in 30 seconds
- Write blog posts (edit heavily for authenticity)
- Create ad copy variations
- Design social graphics (Canva + AI)
- Build email sequences
See our Marketers prompt pack.
For simple queries, AI chatbots can handle 60-80% of volume. But always have a human escalation path.
Use Perplexity:
- "Who are the top 5 competitors in [INDUSTRY] in [LOCATION]?"
- "What are [COMPETITOR]'s strengths and weaknesses?"
- "What are customer pain points in [INDUSTRY]?"
- "What trends are shaping [INDUSTRY]?"
15 minutes of AI research replaces $5K+ consultant reports.
Last reviewed: 2026-08
How teachers can use AI to save time, personalize learning, and reduce burnout — without compromising academic integrity.
Teachers are overworked: lesson planning, grading, parent communication, admin tasks, professional development. AI can save 5-10 hours per week on routine tasks, freeing time for actual teaching.
But AI also raises academic integrity concerns. This guide addresses both: how to use AI for your work, and how to handle students using AI.
Tell AI:
"I'm teaching [GRADE] [SUBJECT]. Topic: [TOPIC]. Duration: [MIN]. Class size: [N]. Help me plan:
1. Learning objective (measurable)
2. Hook (3-min opening)
3. Direct instruction (10 min)
4. Guided practice (15 min)
5. Independent practice (12 min)
6. Closure (5 min)
7. 2 differentiation strategies
8. 1 formative assessment"
See our Teachers prompt pack for 22 specific prompts.
AI excels at differentiation:
"Adapt this lesson for students with: [LIST SPECIFIC NEEDS]. For each:
1. A specific accommodation
2. A modified activity
3. An assessment that doesn't penalize the need"
This saves hours and ensures you're meeting legal requirements.
AI can help grade:
- Multiple choice (fully automatable)
- Short answer (AI suggests scores, you verify)
- Essays (AI provides feedback, you review and finalize)
Never let AI make the final grade without your review. Use AI as a first pass, then apply your professional judgment.
See our Teachers prompt pack for templates.
Three approaches:
Recommendation: Teach students to use AI ethically:
- When AI is allowed vs. not
- How to cite AI use
- How to verify AI output
- What skills they must develop without AI
See our Skills section — especially Using AI Responsibly and Collaborating, Not Depending.
Draft a clear policy:
- Which assignments allow AI, which don't
- How to cite AI use
- Consequences for undisclosed AI use
- What skills students must demonstrate without AI
- How you'll detect AI use (and the limits of detection)
Be transparent. Students respect clear, fair policies.
Teachers burn out from overwork, not from teaching. AI can't reduce your class size or fix systemic issues, but it can:
- Save 5-10 hours/week on routine tasks
- Help you leave work at work
- Reduce decision fatigue
- Provide fresh ideas when you're tapped out
Use the time you save for actual rest — not for taking on more work.
Last reviewed: 2026-08
How to use AI to plan trips, navigate language barriers, and handle travel surprises — making travel less stressful and more enriching.
AI can:
- Plan detailed itineraries in minutes
- Translate in real time
- Recommend local spots tourists miss
- Help with last-minute changes
- Explain cultural context
- Summarize reviews at scale
It's like having a local guide, translator, and travel agent in your pocket.
Tell AI your context:
"I'm planning a [DURATION] trip to [DESTINATION] in [MONTH]. My interests are: [LIST]. Budget: [RANGE]. Traveling with: [WHO]. Help me plan:
1. Day-by-day itinerary
2. Must-see attractions vs. hidden gems
3. Local food to try
4. Cultural etiquette I should know
5. Practical tips (transportation, money, safety)"
Then iterate: "Day 3 feels too packed — can you rebalance?"
Learn 10 basic phrases in the local language. Locals appreciate the effort, even if AI does the rest.
When things go wrong (missed flight, lost luggage, sick abroad):
- Use AI to understand local options
- Translate symptoms for pharmacists
- Find nearby embassies/hospitals
- Draft emails to airlines/hotels
- Understand your rights as a traveler
Don't rely solely on AI for emergencies — also have human contacts (embassy, insurance, family).
Ask AI:
- "What should I wear in [PLACE]?"
- "What's considered rude in [CULTURE]?"
- "How should I tip in [COUNTRY]?"
- "What topics should I avoid?"
- "How do I greet people respectfully?"
This prevents embarrassing mistakes and shows respect for locals.
Instead of reading 200 reviews, paste them into AI:
"Here are 50 reviews of this restaurant. Summarize:
1. What people loved
2. What people complained about
3. Best dishes to order
4. Best time to visit"
Saves 30 minutes per decision.
Last reviewed: 2026-08
What each major AI tool does with your data — and how to opt out.
Different AI tools have different privacy policies. Some use your data to train their models. Some share with third parties. Some are relatively private.
This guide summarizes what we know about each tool's privacy practices. Always verify current policy — these change.
Most private → Least private
1. Self-hosted open-source models (you control everything)
2. Enterprise/API tiers (typically no training on your data)
3. Paid consumer tiers (often opt-out available)
4. Free consumer tiers (often used for training)
Rule: If you're not paying, you're probably the product.
Free tier:
- Conversations stored
- May be reviewed by humans for safety/quality
- Used to train future models (opt-out available in settings)
Plus/Pro ($20/mo):
- Same as free by default
- Opt-out available in Settings → Data Controls
- "Temporary Chat" feature doesn't save history
Team/Enterprise:
- Not used for training by default
- More admin controls
- API: not used for training
How to opt out: Settings → Data Controls → toggle off "Improve the model for everyone"
Free/Pro:
- Conversations stored
- May be used for training (opt-out available)
- Anthropic has strong privacy stance
API:
- Not used for training
- More enterprise controls
How to opt out: Settings → Privacy → opt out of training
Note: Anthropic is generally considered one of the more privacy-conscious AI companies, but always verify current policy.
Free:
- Conversations stored
- May be reviewed by humans
- Used to train models (opt-out available)
Google Workspace integration:
- Subject to your Workspace data policies
- More enterprise controls
API (Vertex AI):
- Not used for training
- Enterprise-grade
How to opt out: Activity controls → turn off Gemini Apps Activity (note: this disables some features)
Best for: Research where you want cited sources without revealing your identity
Best for: Working with your own PDFs, research papers, legal documents
Consumer (free):
- Similar to ChatGPT free tier
- Used for training (opt-out available)
Microsoft 365 Copilot (enterprise):
- Subject to your organization's Microsoft 365 policies
- Not used for training by default
- Enterprise-grade compliance
How to opt out: Account privacy settings
Bing Image Creator (DALL·E):
- Microsoft account required
- Prompts stored
- May be used to improve services
Midjourney:
- Prompts visible in Discord (public by default)
- May be used for training
- Paid subscribers can use Stealth Mode for private generation
Adobe Firefly:
- Subject to Adobe's privacy policy
- Commercial-safe training data
- Enterprise options available
See Skills: Protecting Your Privacy for the complete framework.
Before sending a prompt, ask:
- [ ] Did I include personal identifiers (SSN, ID, account numbers)?
- [ ] Did I include authentication data (passwords, keys, codes)?
- [ ] Did I include health information?
- [ ] Did I include financial information?
- [ ] Did I include confidential work information?
- [ ] Did I include others' information without consent?
- [ ] Would I be comfortable if this prompt appeared in a data breach?
If you checked any box, anonymize or remove that information.
Last reviewed: 2026-08
The safety risks of AI for everyday users — and practical steps to protect yourself and your family.
AI safety has two meanings:
This guide focuses on #2: practical safety for everyday users.
AI confidently states false information. This can cause harm if you act on it.
Protection:
- Verify facts before acting on AI claims
- Especially verify: medical, legal, financial advice
- Use Perplexity for cited research
- Use NotebookLM for your own documents
- See Skills: Identifying Hallucinations
Your conversations with AI may be stored, reviewed, or used to train future models.
Protection:
- Never share: SSN, passwords, bank details, health info, confidential work data
- Use privacy modes: ChatGPT "temporary chat", Claude privacy mode
- For sensitive work: use Team/Enterprise plans
- Anonymize before sharing: "I have a coworker [A]..."
- See Skills: Protecting Your Privacy
AI makes scams more convincing:
- Voice cloning: scammers clone family members' voices
- Deepfake video: fake videos of real people
- Phishing: AI writes convincing emails
- Romance scams: AI-powered catfishing
- Investment scams: "AI trading bots"
Protection:
- Verify identity: call back on known numbers
- Don't send money based on digital contact alone
- Be skeptical of urgency ("act now")
- Don't click links in unsolicited emails
- Educate elderly family members (prime targets)
If you delegate too much to AI, your own skills decline.
Protection:
- Do important tasks yourself first, then use AI to improve
- Maintain core skills: writing, math, critical thinking
- Use AI as a tool, not a crutch
- See Skills: Collaborating, Not Depending
AI makes creating fake content cheap and easy. Social media will flood with it.
Protection:
- Verify before sharing (especially emotional/political content)
- Check source credibility
- Look for primary sources
- Be skeptical of "too good to be true" or "outrageous" content
- Teach family members (especially elderly and children) media literacy
Special considerations for children:
- Set age limits (most AI tools require 13+)
- Monitor use; discuss what they see
- Teach critical thinking early
- Use parental controls
- Discuss deepfakes and online safety
- Model responsible AI use yourself
Workplace safety:
- Follow your company's AI policy (if none, advocate for one)
- Don't share confidential information with AI tools
- Verify AI output before using in work products
- Disclose AI use where appropriate
- For high-stakes decisions (hiring, medical, legal): human review is mandatory
AI is NOT for emergencies. For:
- Medical emergencies: call your local emergency number
- Mental health crises: contact crisis hotlines
- Safety threats: call emergency services
- Suicidal thoughts: contact suicide prevention hotline
AI can't replace emergency services. Don't rely on it in crises.
Last reviewed: 2026-08
20+ use-case deep-dives — practical guides for using AI in specific contexts.
Each guide is standalone — you don't need to take the full course. Pick the topic that's relevant to you right now.
Have a guide idea we're missing? See CONTRIBUTING.md.
Last reviewed: 2026-08
How AI is changing careers, jobs, and the skills that matter — and what you should do about it.
AI will not take all jobs. AI will change almost all jobs. Some roles will disappear; new ones will emerge. The people who thrive will be those who adapt.
This guide is neither doom nor hype. It's a practical look at how work is changing and what you can do.
Roles heavily based on routine, well-defined tasks:
- Data entry clerks
- Basic customer service (scripted)
- Telemarketers
- Basic bookkeeping
- Translation (routine)
- Basic content writing (SEO articles, product descriptions)
- Junior legal document review
- Basic graphic design (template-based)
These won't disappear overnight, but will shrink significantly over 5-10 years.
Roles requiring human judgment, empathy, physical presence, or complex creativity:
- Nurses, doctors, therapists
- Teachers (especially early childhood)
- Skilled trades (plumbing, electrical, construction)
- Social workers
- Creative directors, strategists
- Sales (relationship-based)
- Physical therapists
- Religious leaders
- Judges, mediators
- Entrepreneurs
These require the human qualities AI can't replicate.
These don't disappear, but become less differentiating. Everyone will have them.
Take our 30-day course. Practice daily. AI skills compound.
Invest in empathy, communication, creativity, judgment. These become MORE valuable.
Go deep in your field. Generalists compete with AI; specialists complement it.
Specific tools change. Be ready to learn new ones. Don't over-invest in any single platform.
In a world of AI content, authentic human voice is valuable. Build your reputation.
If your job is highly automatable, develop side skills or income streams.
Relationships matter more, not less. AI can't replace trust built over years.
Don't panic. Do:
- Assess honestly: which parts of your job can AI do?
- Pivot within your field: move to roles requiring human judgment
- Learn new skills: use AI itself to learn faster
- Build side income: don't put all eggs in one basket
- Network actively: most jobs come through connections
- Consider retraining: community colleges, bootcamps, online courses
Don't:
- Ignore the change (hoping it goes away)
- Wait to be laid off (act before you have to)
- Blame AI or immigrants or politicians (focus on what you can control)
AI could:
- Free humans from drudgery for more meaningful work
- Democratize access to expertise
- Create new industries and roles
- Increase productivity and wages (if well-managed)
- Enable 4-day work weeks (some studies suggest)
The future of work is not predetermined. It depends on choices we make — individually and as a society.
Last reviewed: 2026-08
How to use AI responsibly at work — what's ethical, what's allowed, and what could get you fired.
Most knowledge workers now use AI at work, with or without official permission. This guide helps you:
- Use AI in ways that help your career (not hurt it)
- Avoid common pitfalls that get people fired
- Navigate unclear company policies
- Advocate for sensible AI policies
Some companies have explicit AI policies. Some don't. Find out:
- Is AI use allowed? Which tools?
- What data can/can't be shared with AI?
- Is disclosure required?
- Are there approved vs. prohibited use cases?
If no policy exists, ask. If you can't ask, default to conservative use (see below).
Before sending any prompt to AI, ask: "Would I be comfortable if my boss or IT department saw this?"
If yes → probably safe
If no → don't send it
This simple test prevents most workplace AI disasters.
Disclose:
- When AI did substantial work on a deliverable
- When AI generated content that goes to customers/clients
- When you're presenting AI-generated analysis
- When your company requires disclosure
- When disclosure builds trust (with colleagues, clients)
Don't need to disclose:
- Casual use (looking up a fact, brainstorming)
- AI as a tool (like spellcheck or grammar check)
- Internal notes and drafts
- When your company explicitly doesn't require it
Rule of thumb: If removing AI would change the work significantly, disclose.
Using AI for hiring decisions is high-risk:
- AI can introduce bias (gender, racial, age)
- May violate anti-discrimination laws
- Candidates may not consent to AI evaluation
- "AI personality assessments" are often pseudoscientific
Safe uses:
- Writing job descriptions (review for bias)
- Generating interview questions (review for bias)
- Summarizing resumes (don't use for screening decisions)
Unsafe uses:
- AI screening of candidates
- AI analysis of video interviews for "personality"
- AI ranking of candidates
- Using AI to filter by demographic indicators
Real examples of AI-related terminations:
- Sharing confidential company data with ChatGPT (Samsung engineers, 2023)
- Submitting AI-generated legal brief with fake citations (lawyer, 2023)
- Using AI to make hiring decisions without human review
- Disclosing AI use was required but not disclosing
- Using AI for personal side business on company time
- Bypassing security policies with AI tools
If your company has no AI policy, advocate for one:
- "I want to use AI responsibly. Can we develop guidelines?"
- Suggest a simple framework: what's allowed, what's prohibited, what requires disclosure
- Reference policies from companies like Microsoft, Google, Adobe
- Volunteer to help draft the policy
- Frame as risk management, not restriction
Professionals who use AI well will outcompete those who don't. To build career-relevant AI skills:
- Practice with real (non-confidential) work tasks
- Take our 30-day course
- Join AI communities in your industry
- Share your learnings (builds your brand)
- Mentor colleagues (builds your network)
See our Professionals prompt pack for 22 work-specific prompts.
Last reviewed: 2026-08
The ethical questions you'll face using AI — and practical frameworks for making good choices.
AI ethics isn't abstract philosophy — it's daily choices:
- Should I disclose I used AI for this email?
- Is it OK to use AI to write my child's college essay?
- Should I trust AI's hiring recommendation?
- Can I use AI to analyze my employees' communications?
Your choices, multiplied by millions of users, shape AI's impact on society.
See Skills: Using AI Responsibly for the full framework.
Ethical: Use AI to brainstorm, explain, quiz yourself, get feedback
Unethical: Submit AI-generated text as your own
Ethical: Use AI to draft, edit, summarize — with disclosure where substantial
Unethical: Let AI make decisions about people (hiring, firing, promotions)
Ethical: Use AI as a tool, disclose, create original work
Unethical: Pass AI-generated content as fully human, impersonate other creators
Ethical: Use AI for communication advice
Unethical: Use AI to write personal messages you should write yourself, use AI to manipulate others
Ethical: Use AI to summarize and understand
Unethical: Don't verify before sharing, spread AI-generated misinformation
When should you disclose AI use?
Always disclose:
- Academic work (follow your school's policy)
- Professional work (where AI did substantial work)
- Creative work (audiences deserve to know)
- Decisions affecting others (hiring, medical, legal)
Don't need to disclose:
- Casual AI use (looking up a fact, brainstorming)
- AI as a tool (like spellcheck)
- Internal notes or drafts
Rule of thumb: If removing AI would change the work significantly, disclose.
AI reflects biases in its training data. Watch for:
- Gender bias (assuming doctors are male, nurses female)
- Racial bias (in hiring, lending, criminal justice applications)
- Cultural bias (Western-centric perspectives)
- Political bias (reflecting dominant viewpoints)
Your responsibility:
- Notice biased outputs
- Ask for multiple perspectives
- Don't use AI for decisions about people without human review
- Advocate for inclusive AI in your workplace
AI training data includes copyrighted works, raising ongoing legal questions. Stay informed about evolving copyright law around AI.
AI will displace some jobs and create others. Ethical considerations:
- For employers: invest in retraining, transparent communication, humane transitions
- For employees: build skills AI can't replace, stay adaptable
- For society: support policies that address AI-driven inequality
- For you: don't blame individuals for systemic changes
Training and running AI models consumes enormous energy. Considerations:
- Don't use AI for trivial tasks you could do yourself
- Be mindful of repeated queries (each has environmental cost)
- Support companies committed to renewable energy
- The environmental cost is real but small compared to other industries (for now)
A simple ethics test: "What if everyone used AI the way I'm using it?"
If the answer is "society would be better" — you're probably using AI ethically.
If the answer is "society would be worse" — reconsider your use.
Examples:
- Everyone uses AI to brainstorm ideas → society benefits
- Everyone uses AI to spread misinformation → society harmed
- Everyone uses AI to draft emails → society benefits (time saved)
- Everyone uses AI to write their essays → society harmed (no one learns)
Last reviewed: 2026-08
How AI helps people with disabilities — and how to make sure your AI use is accessible to everyone.
AI is a powerful accessibility tool. It can help people with disabilities do things that were difficult or impossible before. But AI products themselves must be accessible — otherwise they create new barriers.
This guide covers both: using AI for accessibility, and making your AI use accessible.
Tools: Be My Eyes (free), Seeing AI (free), ChatGPT voice mode, Apple/Google built-in features.
Tools: Otter.ai, Google Live Caption, Zoom auto-captions, YouTube auto-captions.
Tools: Apple Voice Control, Google Voice Access, Dragon, smart home devices.
Tools: ChatGPT/Claude (for simplification), specialized apps like Replika (with caution).
Many general AI tools help; specialized apps are emerging.
If you create content with AI, make it accessible:
- Add alt text to images (AI can help draft)
- Caption videos (AI auto-caption, then edit for accuracy)
- Use heading structure in documents (not just bold text)
- Ensure color contrast (AI tools can check)
- Write plain language (AI can simplify)
- Provide transcripts for audio
- Test with screen readers
Accessibility tools often process sensitive data:
- Screen contents
- Voice recordings
- Location data
- Personal communications
Choose tools with strong privacy policies. For especially sensitive contexts, consider self-hosted or HIPAA-compliant options.
Last reviewed: 2026-08
How non-developers can use AI to learn programming, build simple projects, and understand code — without becoming a software engineer.
You don't need to become a developer to benefit from coding knowledge. AI makes it possible for non-technical people to:
- Automate repetitive tasks
- Build simple tools and websites
- Understand what developers do
- Communicate better with technical colleagues
- Solve problems code can solve
This guide assumes zero coding background.
1. Describe what you want in plain English
"I want a script that renames all my photo files by date taken."
2. AI writes the code
Ask ChatGPT, Claude, or use Replit Agent.
3. AI explains the code
"Explain each line in plain English."
4. You run the code
Follow AI's instructions for running it.
5. You debug with AI
Paste error messages, AI explains and fixes.
6. You iterate
"That worked. Now can you add [feature]?"
This workflow lets you build useful things without "knowing how to code."
Start small. Build something you actually use.
Don't just have AI write code — learn from it:
- Ask "why did you use this approach?"
- Ask "what's an alternative way?"
- Ask "what's the simplest version of this concept?"
- Type the code yourself (don't copy-paste) — muscle memory matters
- Build small variations to test understanding
After 5-10 small projects, you'll have surprising competence.
AI can write code, but:
- It can introduce subtle bugs (always test)
- It can't architect complex systems (you need a developer for big projects)
- It uses outdated libraries sometimes (verify APIs exist)
- It can't deploy and maintain apps (you need DevOps knowledge)
- Security: AI code can have vulnerabilities (don't use for production without review)
For personal/learning projects: AI is perfect. For production apps: use AI for prototyping, hire developers for production.
Build a personal website:
1. Open Replit Agent
2. Prompt: "Build a simple personal website with a homepage, about me, and contact form. Use HTML, CSS, and a bit of JavaScript. Make it look modern and clean."
3. AI builds it. Ask it to explain each file.
4. Customize: change text, colors, images.
5. Deploy: Replit can host it for free.
Total time: 30-60 minutes. You now have a website.
Last reviewed: 2026-08
How content creators can use AI to scale output without losing authenticity — and navigate the ethical questions of AI-assisted creation.
AI can:
- Generate 30 video ideas in 30 seconds
- Write scripts and outlines
- Edit video and audio faster
- Repurpose one piece into 7 formats
- Analyze what's working (and why)
- Translate content for global audiences
But: AI-generated content is flooding the internet. Authentic human voice becomes MORE valuable, not less. Use AI to amplify your voice, not replace it.
1. Ideation (ChatGPT/Claude)
Generate 30 ideas, pick the best 5.
2. Research (Perplexity)
Verify facts, find data, cite sources.
3. Outline (ChatGPT/Claude)
Structure the piece.
4. Draft (You + AI)
You write the personal parts. AI helps with research-heavy sections.
5. Edit (ChatGPT/Claude as editor)
"Read this and tell me what's weak, what to cut, what to expand."
6. Polish (Grammarly)
Final proofread.
7. Repurpose (AI)
Convert to social posts, email, video script.
AI can write in your style, but should it?
My recommendation:
- Use AI for research and structure
- Write personal stories and opinions yourself
- Use AI for editing, not authoring
- Disclose AI use to your audience
Audiences can tell when content is AI-generated. Authenticity is your competitive advantage.
One piece of content → 7 formats:
1. Original blog post/video
2. Twitter/X thread
3. LinkedIn post
4. Instagram carousel
5. TikTok/Reel script
6. Email newsletter
7. Podcast snippet
AI can convert between formats. See our Content Creators prompt pack.
AI can't replace your on-camera presence, but it can handle everything around it.
See our Content Creators prompt pack for 24 prompts including monetization.
Last reviewed: 2026-08
How to use AI to respond to customers faster, without losing the human touch that builds loyalty.
Support is high-volume, repetitive, and emotionally taxing. AI can:
- Draft replies in seconds
- Summarize long ticket histories
- Suggest solutions from your knowledge base
- Translate for international customers
- Categorize and prioritize tickets
But: customers can tell when they're getting a bot. AI should assist humans, not replace them — especially for upset customers.
1. Read the ticket yourself
Don't let AI summarize before you understand the issue.
2. AI drafts a response
Paste ticket + customer history + your knowledge base. Ask AI to draft.
3. You edit for tone and accuracy
Especially for upset customers — AI can sound cold.
4. Verify technical accuracy
Don't send wrong solutions.
5. Send and log
Note what worked for future training.
Use AI for:
- Routine questions (passwords, billing, shipping)
- Initial drafts of complex replies
- Summarizing long histories
- Translating
- Categorizing tickets
Human-only:
- Upset or angry customers
- High-stakes issues (legal, financial, safety)
- Sensitive situations (death, illness)
- VIP customers
- Novel issues not in knowledge base
Upload your FAQ, product docs, and past tickets to NotebookLM. Then:
- Customer asks question
- You ask NotebookLM: "What's the official answer to this?"
- NotebookLM responds using only your docs (no hallucinations)
- You send the response
This dramatically reduces hallucinations and ensures consistent answers.
AI tends to write in a neutral, slightly corporate tone. For support:
- "Make this warmer"
- "Make this more apologetic"
- "Make this empathetic, not defensive"
- "Sound like a human, not a bot"
For upset customers, lead with empathy: "I'm sorry you're dealing with this. Let me help."
Last reviewed: 2026-08
How to use AI to plan your day, week, and life — without turning yourself into a productivity robot.
AI can:
- Break overwhelming projects into actionable tasks
- Prioritize based on impact and urgency
- Schedule around your energy levels
- Suggest what to delegate or delete
- Help you plan for realistic capacity
But: AI can't do the work. It removes the friction of planning so you can focus on doing.
Each morning:
1. Tell AI your context: energy level, meetings, deadlines
2. List today's tasks (brain dump)
3. Ask AI to: prioritize (Pareto), time-block, identify what to delegate/defer/delete
4. Review the plan
5. Start working
10 minutes of planning saves 2+ hours of unfocused work.
Each Sunday:
"I have these goals for the week: [LIST]. My commitments: [MEETINGS/EVENTS]. My energy pattern: [MORNING/AFTERNOON PERSON]. Help me:
1. Identify top 3 priorities
2. Time-block deep work
3. Plan buffer time
4. Identify what to say no to
5. Plan rest and recovery"
See our Professionals prompt pack for templates.
When a project feels paralyzing:
"I need to [BIG PROJECT]. I have [DURATION]. I'm stuck because [REASON]. Break this into:
1. Smallest possible first step
2. 5 milestones
3. Daily actions for the first week
4. What 'done' looks like
5. What I should ignore"
AI is excellent at decomposition — turning overwhelm into action.
For difficult decisions:
"I need to decide between [OPTIONS]. My criteria: [LIST]. My constraints: [LIST]. Help me:
1. Frame the decision clearly
2. List pros and cons of each option
3. Identify what info I'm missing
4. Apply a framework (10/10/10, regret minimization)
5. Make a recommendation"
AI won't decide for you — but it structures your thinking.
AI can help you match tasks to energy:
"I'm a [MORNING/EVENING] person. My energy dips at [TIME]. Here's my task list: [LIST]. Suggest a schedule that:
1. Matches high-energy work to peak hours
2. Does admin during low energy
3. Builds in breaks
4. Protects deep work time"
Time management is really energy management.
Last reviewed: 2026-08
How to use AI to write, reply to, and organize email — saving hours per week without losing your voice.
Email is high-volume, low-stakes (mostly), and formulaic — perfect for AI assistance. AI can:
- Draft replies in seconds
- Adjust tone (formal, casual, apologetic)
- Summarize long threads
- Translate for international colleagues
- Catch typos and improve clarity
Most professionals save 30-60 minutes per day using AI for email.
1. Read the email yourself first
Don't let AI summarize before you've read it — you might miss context.
2. Decide your response
What do you want to say? Jot 3-5 key points.
3. Ask AI to draft
Paste the email + your points + the desired tone, ask AI to draft.
4. Edit and send
Read AI's draft, edit for your voice, verify any facts, send.
Never send AI's draft without reading it. That's how you send wrong information.
AI is excellent at tone adjustment:
- "Make this more formal"
- "Make this warmer"
- "Make this more concise"
- "Make this apologetic without admitting fault"
- "Make this firm without being rude"
This is especially useful for difficult emails (turning down an offer, addressing a conflict, asking for a raise).
When you're added to a 50-message thread:
1. Copy the entire thread
2. Paste into ChatGPT or Claude
3. Ask: "Summarize this thread. What's the decision needed from me? What's the context I need?"
This saves 15-30 minutes per long thread.
For international email:
- Use DeepL for best quality
- Use ChatGPT/Claude for nuance and cultural context
- Always have a native speaker review important emails
AI translation is good enough for internal communication but not for legal/contractual emails.
See our Templates: Email Prompts for copy-paste templates including:
- Follow-up after no response
- Declining a meeting
- Asking for a deadline extension
- Apologizing for a mistake
- Introducing two people
Last reviewed: 2026-08
How to use AI to understand health information — strictly for awareness, NOT for diagnosis or treatment.
AI is NOT a doctor. This guide is for:
- Understanding general health concepts
- Preparing questions for your doctor
- Learning about lifestyle factors
- Navigating the healthcare system
AI is NOT for:
- Diagnosing conditions
- Replacing medical advice
- Deciding whether to seek care
- Interpreting test results
- Stopping or starting medications
If you have a health concern, see a real medical professional. AI can hallucinate medical advice that could harm you.
Before seeing a doctor:
"I'm seeing a doctor about [SYMPTOM]. Help me:
1. Describe my symptoms clearly
2. List questions I should ask
3. Understand what tests they might order
4. Know what to bring (medications, history)
5. Know what to expect"
This makes appointments more productive.
When you get a diagnosis or test result:
- "Explain [TERM] in plain language"
- "What does this test measure?"
- "What are normal ranges?"
- "What would cause abnormal results?"
Don't use AI to interpret YOUR results — use it to understand the concept, then ask your doctor about your specific case.
AI can help with general wellness:
- "Suggest 10 healthy habits for [GOAL]"
- "What are the benefits of [FOOD/EXERCISE]?"
- "Help me build a weekly meal plan"
- "What does the research say about [HABIT]?"
Verify health claims — AI can hallucinate studies. Look for citations and check them.
AI can provide general information about mental health, but:
- It's not a therapist
- It can't diagnose mental health conditions
- For crises: contact local emergency services or crisis hotlines
- For ongoing support: see a licensed therapist
AI can help you:
- Understand what therapy is and how to find a therapist
- Learn about common mental health concepts
- Practice mindfulness exercises
- Track your mood (in your own notes)
Health information is extremely sensitive:
- Don't share specific diagnoses with free AI tools
- Don't share medication lists
- Don't share test results
- Use anonymized descriptions: "I'm experiencing [generic symptom]"
- Consider HIPAA-compliant tools for sensitive health questions
Last reviewed: 2026-08
How to use AI to find jobs, prepare for interviews, and stand out — without sounding like everyone else who's using AI.
AI can help you tailor your resume for each application, research companies before interviews, practice interview questions, and write outreach messages. But it also means employers see hundreds of AI-generated applications — so authenticity and specificity matter more than ever.
The job seekers who win aren't those who use AI the most, but those who use it strategically while keeping their human voice.
Before applying, use Perplexity or ChatGPT to research the company:
This takes 15 minutes and dramatically improves your application quality.
See AI for Resumes for a detailed guide. The short version: paste the job description and your resume into ChatGPT or Claude, ask it to identify the 5 most important keywords, and suggest 3-5 bullet point rewrites that better match the JD.
Don't fabricate experience. Only reframe what you actually have.
Most cover letters are generic. Yours shouldn't be. Use AI to:
Avoid: "I am passionate about...", "team player", "hard worker". See our prompt for cover letters.
Paste the job description into ChatGPT and ask:
Then practice out loud. AI can role-play as the interviewer: "You be the hiring manager at [Company]. Ask me 5 questions one at a time, and give me feedback on each answer."
AI can help you write outreach messages, prepare for informational interviews, and follow up. But the human connection is what matters — AI just removes the friction of writing.
See our networking prompts for templates.
Last reviewed: 2026-08
How to use AI to practice and learn languages faster than traditional apps alone.
Traditional apps (Duolingo, Rosetta Stone) are structured but limited. AI provides:
- Unlimited conversation practice
- Real-time correction
- Cultural context
- Personalized to your level and interests
- Available 24/7
Combine AI with structured apps for fastest progress.
Use ChatGPT Voice Mode:
"Let's practice [LANGUAGE]. I'm at [LEVEL] level. Have a conversation with me about [TOPIC]. Correct my mistakes gently. Don't switch to English unless I ask."
Topics: ordering food, asking directions, talking about family, discussing work, current events.
Paste your writing into Claude:
"Here's my practice paragraph in [LANGUAGE]. Please:
1. Correct grammar and spelling
2. Suggest more natural phrasing
3. Explain each correction
4. Give me 3 alternative ways to express the same idea"
Don't just copy corrections — understand them.
Ask AI:
"Give me 10 useful [LANGUAGE] words related to [TOPIC]. For each:
- Word
- Pronunciation
- Translation
- Example sentence
- A mnemonic to remember it
Then quiz me."
Spaced repetition + AI-generated mnemonics = fast vocabulary acquisition.
AI can help you engage with native content above your level:
- Paste a news article, ask AI to simplify it to your level
- Paste a YouTube transcript, ask AI to explain idioms
- Ask AI to recommend content at your level
Don't use AI to translate everything — struggle a bit, that's how you learn.
Language and culture are intertwined. Ask AI:
- "When do I use formal vs. informal [LANGUAGE]?"
- "What's the cultural context of this phrase?"
- "What topics are taboo in [CULTURE]?"
- "How do I politely decline in [LANGUAGE]?"
This is something apps don't teach well, but AI excels at.
Consistency beats intensity. 30 min/day for 6 months > 5 hours/day for 2 weeks.
Last reviewed: 2026-08
How small businesses and marketers can use AI for content, ads, email, and strategy — without a big team or budget.
Marketing is content-heavy, creative, and data-driven — perfect for AI. AI can:
- Generate 30 content ideas in 30 seconds
- Write ad copy variations for A/B testing
- Personalize email campaigns
- Analyze competitor strategies
- Build customer personas
- Optimize landing pages
Small teams can now do what required agencies 5 years ago.
1. Research (Perplexity, ChatGPT)
- Audience, competitors, trends
2. Plan (ChatGPT, Claude)
- Content calendar, campaign structure, personas
3. Create (ChatGPT, Claude, image tools)
- Copy, images, videos, emails
4. Optimize (ChatGPT for analysis)
- A/B test ideas, landing page improvements
5. Analyze (ChatGPT with data)
- Performance review, insights, next steps
AI can generate:
- Blog post drafts (you edit heavily)
- Social media posts (10 variations in seconds)
- Email newsletters
- Video scripts
- Ad copy
But: AI-generated content is flooding the internet. Quality and authenticity win. Use AI to draft, then add your unique perspective and voice.
See our Marketers prompt pack for 22 specific prompts.
See our Templates: Email Prompts for templates.
Use Perplexity to research competitors:
- "What is [Competitor]'s positioning?"
- "What's their content strategy?"
- "What are their strengths and weaknesses?"
- "What gaps exist that I could exploit?"
15 minutes of AI research replaces hours of manual digging.
Last reviewed: 2026-08
How to use AI for budgeting, investing research, and financial decisions — without taking financial advice from a chatbot.
AI is not a financial advisor. AI can provide general information and help you think through decisions, but:
- It can't give personalized financial advice
- It can be wrong about specific numbers (interest rates, tax rules)
- It doesn't know your full financial situation
- It can't be held liable for bad advice
For important decisions, consult a human financial advisor. AI is for education and thinking, not advice.
Ask AI:
"I want to build a monthly budget. My income is $[X]. My fixed expenses are: [list]. Help me:
1. Categorize my expenses
2. Suggest a budgeting method (50/30/20, zero-based, etc.)
3. Identify areas to cut
4. Set up a tracking system
5. Plan for irregular expenses"
Don't share account numbers or specific transaction details.
Use Perplexity (with citations) for investment research:
- "What's the difference between ETFs and mutual funds?"
- "What are the pros and cons of index investing?"
- "What's the historical return of the S&P 500?"
- "What are the tax implications of [action]?"
Verify all numbers and current rates. AI may use outdated data.
See Skills: Protecting Your Privacy.
AI can explain tax concepts:
- "What's the difference between standard and itemized deductions?"
- "How do capital gains taxes work?"
- "What records should I keep for taxes?"
But: tax laws change yearly, vary by jurisdiction, and depend on your specific situation. Use AI for learning, use a CPA for filing.
Last reviewed: 2026-08
How to use AI for journaling, habit-building, learning, and self-reflection — without letting AI replace your own thinking.
Personal growth requires:
- Reflection (hard to do consistently)
- Honest feedback (rare from friends)
- New perspectives (we get stuck in our own)
- Accountability (we break promises to ourselves)
- Learning (we don't know what we don't know)
AI can help with all of these — as a patient, honest, always-available thinking partner.
Traditional journaling is hard to sustain. AI can help:
Prompt-based journaling:
"Ask me one journaling question per day. Vary them: some about gratitude, some about challenges, some about future goals. After I answer, ask one thoughtful follow-up."
Reflection on entries:
"Here's my journal entry for today: [PASTE]. Without judgment, help me see: 1) patterns I might be missing, 2) what I'm avoiding, 3) what I'm grateful for."
Weekly review:
"Here are my journal entries for the week: [PASTE]. Summarize: 1) themes, 2) emotional patterns, 3) what I'm proud of, 4) what I'm avoiding, 5) one thing to focus on next week."
AI can help design and stick to habits:
Design:
"I want to build a habit of [HABIT]. My current routine: [DESCRIBE]. My past failures: [DESCRIBE]. Help me: 1) Make it tiny (2-minute version), 2) Stack it on an existing habit, 3) Design the environment, 4) Plan for obstacles, 5) Track progress."
Accountability:
"Check in with me daily about [HABIT]. Ask: did I do it? What got in the way? What will I do differently tomorrow? Don't judge — just help me see patterns."
Recovery from failure:
"I broke my streak on [HABIT]. I feel demotivated. Help me: 1) Reframe this without guilt, 2) Identify what triggered the break, 3) Plan to restart today, 4) Adjust the habit if needed."
AI is a personalized tutor:
Concept explanation:
"I want to learn [TOPIC]. I'm at [LEVEL]. Explain it in 3 levels: beginner, intermediate, advanced. Then give me one real-world example and one exercise to practice."
Spaced repetition:
"Quiz me on [TOPIC] I learned last week. Start easy, get harder. For anything I get wrong, explain it differently."
Skill building:
"I want to learn [SKILL] in 30 days. I can practice [MINUTES] per day. Build me a daily plan: what to learn, what to practice, what to produce."
Deep dives:
"I've been learning [TOPIC] for a month. What am I probably missing? What advanced concepts should I explore? What books should I read?"
AI can help you see yourself more clearly:
Pattern recognition:
"Here are 10 journal entries from the past month: [PASTE]. What patterns do you notice in: my mood, my energy, my conflicts, my joys?"
Values clarification:
"Help me clarify my values. Ask me 5 questions, one at a time, that will reveal what I truly care about. After each answer, ask one follow-up."
Decision making:
"I'm deciding between [OPTIONS]. Help me think through: 1) What each option says about my values, 2) What I'd regret more, 3) What my future self would want, 4) What I'm afraid to admit."
AI can help you prepare:
"I need to have a difficult conversation with [PERSON] about [TOPIC]. Help me: 1) Clarify what I want to say, 2) Anticipate their reactions, 3) Plan how to stay calm, 4) Practice what to say."
You can also role-play:
"You be [PERSON]. I'll practice the conversation. Respond as they might, and give me feedback after."
Setting goals:
"I want to set goals for [TIMEFRAME]. My life areas: career, health, relationships, learning, finances. Help me: 1) Set 1-3 goals per area, 2) Make them SMART, 3) Identify which matter most, 4) Plan first steps."
Reviewing goals:
"Here are my goals from 3 months ago: [PASTE]. Here's what happened: [DESCRIBE]. Help me: 1) Celebrate wins, 2) Understand misses, 3) Decide what to keep/drop/adjust, 4) Set next 3-month goals."
See Skills: Collaborating, Not Depending.
Personal growth involves sensitive information:
- Your fears, hopes, dreams
- Your relationships
- Your failures
- Your mental health
Protection:
- Use ChatGPT "temporary chat" for sensitive reflections
- Anonymize: "I have a family member [A]" instead of names
- Don't share specific identifying details
- Consider a journal/notebook for the most private reflections
- See Skills: Protecting Your Privacy
Last reviewed: 2026-08
How to use AI to plan, design, and deliver better presentations — without spending hours on slides.
Presentations are time-consuming: research, outline, design, practice. AI can help with each stage:
- Research the topic
- Structure the narrative
- Design slides (with tools like Gamma)
- Write speaker notes
- Anticipate audience questions
- Practice delivery
Most people cut presentation prep time by 50-70% with AI.
Before opening any tool, answer:
- Audience: who?
- Goal: what do they should do/know/feel after?
- Duration: how long?
- Format: in-person, virtual, hybrid?
Write this down. AI needs this context to help well.
Paste your context into ChatGPT or Claude:
"I'm presenting a [DURATION] presentation on [TOPIC] to [AUDIENCE]. My goal is [GOAL]. Help me outline:1. Hook (first 30 seconds)
2. 3-5 main sections
3. Key message for each section
4. Transition between sections
5. Closing with CTA"
Iterate until the structure feels right.
Options:
- Gamma — AI generates slides from your outline (fastest)
- Canva Magic Design — template + AI suggestions
- Beautiful.ai — smart formatting
- PowerPoint with Copilot — if you have Microsoft 365
Don't let AI design your slides without your input. Generic AI slides look generic.
For each slide, ask AI:
"What should I say while showing this slide? Write 3-5 sentences in conversational tone."
Don't read from slides — use notes as prompts, not scripts.
Ask AI: "What 10 questions might the audience ask? For each, suggest a 2-sentence answer."
Prepare for the top 5. The others you can handle live.
AI can role-play:
"You be a skeptical audience member. Ask me tough questions about my presentation."
Or use ChatGPT Voice Mode to practice your delivery out loud.
Last reviewed: 2026-08
How to use AI to write, tailor, and improve your resume — without sounding like a robot wrote it.
A resume is a marketing document, and AI is excellent at marketing copy. AI can:
- Tailor your resume for each job description
- Rewrite weak bullet points into strong ones
- Identify keywords for ATS (Applicant Tracking Systems)
- Catch typos and inconsistencies
But AI can't fabricate experience, and it can make you sound generic if you let it. The key is using AI as an editor, not an author.
1. Start with your raw material
List every job, project, and achievement. Don't worry about formatting yet.
2. Identify the target job's keywords
Paste the JD into ChatGPT: "What are the 10 most important keywords in this job description?"
3. Tailor bullet points
Paste your bullet points and ask: "Rewrite these to better match this job description, using the STAR framework (Situation, Task, Action, Result). Don't fabricate — only reframe."
4. Quantify everything
AI can help you find metrics: "What numbers could I add to make these bullets more impactful?"
5. Check ATS compatibility
Ask AI: "Will this resume pass an ATS? What formatting might cause problems?"
6. Final polish
Use Grammarly for final proofreading.
Every bullet point should follow STAR:
- Situation: context
- Task: what you were responsible for
- Action: what you did
- Result: measurable outcome
Weak: "Managed social media accounts"
Strong: "Grew Instagram following from 2K to 15K in 6 months by implementing a content calendar and engaging with followers daily, resulting in 3x engagement rate"
Ask AI to rewrite your bullets in this format.
This is the highest-ROI use of AI for resumes. For each job:
1. Paste the JD
2. Paste your current resume
3. Ask AI to identify gaps and suggest reframes
4. Apply changes that are honest
5. Save a versioned copy (resume_company_date.pdf)
Don't send the same resume to 50 companies. Send 5 tailored resumes to 10 companies each.
See our Job Seekers prompt pack for 22 specific prompts including:
- "Tailor my resume for this job"
- "Write a cover letter that doesn't suck"
- "Quantify my achievements"
- "Prepare for a behavioral interview"
Last reviewed: 2026-08
How older adults can use AI to stay connected, informed, and independent — with special attention to scams and accessibility.
Older adults (65+) are often excluded from AI conversations, but stand to benefit enormously:
- Combat loneliness (AI conversation)
- Stay independent (AI assistance with daily tasks)
- Access information (AI explains complex topics)
- Connect with family (translation, voice calls)
- Navigate technology (AI as a patient tutor)
But: seniors are also prime targets for AI scams. This guide covers both opportunity and safety.
Easiest entry: voice mode on a phone
1. Install ChatGPT or Gemini app (free)
2. Tap the microphone icon
3. Ask a question: "What's the weather today?"
4. Listen to the answer
No typing, no complicated interface. Just talk.
Practice topics:
- "Tell me about [a hobby you enjoy]"
- "What were the major news stories today?"
- "Remind me how to [task you forgot]"
- "Tell me a joke"
AI can't replace human connection, but it can help:
- Daily conversations (voice mode)
- Sharing stories from your life
- Discussing books, news, hobbies
- Playing word games
- Reminiscing (AI asks about your past)
For seniors without frequent visitors, AI provides daily social interaction. But encourage real human connection too.
AI can:
- Summarize news (avoid information overload)
- Explain complex topics in simple terms
- Translate for multi-language families
- Research medical conditions (with verification — see disclaimer below)
- Help with voting decisions (research candidates and issues)
AI is not a treatment for dementia or Alzheimer's. For memory concerns, see a doctor.
Seniors are prime targets for AI-powered scams:
Voice cloning scams: Scammers clone a family member's voice and call pretending to be in trouble. ALWAYS verify by calling back on a known number.
Deepfake video scams: Fake videos of family or celebrities asking for money.
Phishing with AI: AI writes convincing phishing emails. Don't click links in unsolicited emails.
Investment scams: "AI trading bots" promising returns. These are scams.
Romance scams: AI-powered catfishing. Verify identity before sending money or personal info.
Rule: If anyone asks for money, gift cards, or personal info — stop and verify with a trusted family member.
If you're helping a senior family member:
- Set up the AI app for them
- Teach themself the basics (don't do it for them)
- Discuss scam awareness
- Check in on their AI use
- Respect their autonomy — AI can help them stay independent
Last reviewed: 2026-08
How small business owners can use AI to compete with bigger companies — without hiring more staff.
Small businesses lack resources. AI levels the playing field:
- One person can do marketing that used to need a team
- Customer support scales without hiring
- Market research that used to cost $10K+ is now free
- Professional-quality design without a designer
- Data analysis without a data scientist
Small businesses that adopt AI will outcompete those that don't.
AI can replace a marketing agency for small businesses:
- Generate 30 social post ideas in 30 seconds
- Write blog posts (edit heavily for authenticity)
- Create ad copy variations
- Design social graphics (Canva + AI)
- Build email sequences
See our Marketers prompt pack.
For simple queries, AI chatbots can handle 60-80% of volume. But always have a human escalation path.
Use Perplexity:
- "Who are the top 5 competitors in [INDUSTRY] in [LOCATION]?"
- "What are [COMPETITOR]'s strengths and weaknesses?"
- "What are customer pain points in [INDUSTRY]?"
- "What trends are shaping [INDUSTRY]?"
15 minutes of AI research replaces $5K+ consultant reports.
Last reviewed: 2026-08
How teachers can use AI to save time, personalize learning, and reduce burnout — without compromising academic integrity.
Teachers are overworked: lesson planning, grading, parent communication, admin tasks, professional development. AI can save 5-10 hours per week on routine tasks, freeing time for actual teaching.
But AI also raises academic integrity concerns. This guide addresses both: how to use AI for your work, and how to handle students using AI.
Tell AI:
"I'm teaching [GRADE] [SUBJECT]. Topic: [TOPIC]. Duration: [MIN]. Class size: [N]. Help me plan:
1. Learning objective (measurable)
2. Hook (3-min opening)
3. Direct instruction (10 min)
4. Guided practice (15 min)
5. Independent practice (12 min)
6. Closure (5 min)
7. 2 differentiation strategies
8. 1 formative assessment"
See our Teachers prompt pack for 22 specific prompts.
AI excels at differentiation:
"Adapt this lesson for students with: [LIST SPECIFIC NEEDS]. For each:
1. A specific accommodation
2. A modified activity
3. An assessment that doesn't penalize the need"
This saves hours and ensures you're meeting legal requirements.
AI can help grade:
- Multiple choice (fully automatable)
- Short answer (AI suggests scores, you verify)
- Essays (AI provides feedback, you review and finalize)
Never let AI make the final grade without your review. Use AI as a first pass, then apply your professional judgment.
See our Teachers prompt pack for templates.
Three approaches:
Recommendation: Teach students to use AI ethically:
- When AI is allowed vs. not
- How to cite AI use
- How to verify AI output
- What skills they must develop without AI
See our Skills section — especially Using AI Responsibly and Collaborating, Not Depending.
Draft a clear policy:
- Which assignments allow AI, which don't
- How to cite AI use
- Consequences for undisclosed AI use
- What skills students must demonstrate without AI
- How you'll detect AI use (and the limits of detection)
Be transparent. Students respect clear, fair policies.
Teachers burn out from overwork, not from teaching. AI can't reduce your class size or fix systemic issues, but it can:
- Save 5-10 hours/week on routine tasks
- Help you leave work at work
- Reduce decision fatigue
- Provide fresh ideas when you're tapped out
Use the time you save for actual rest — not for taking on more work.
Last reviewed: 2026-08
How to use AI to plan trips, navigate language barriers, and handle travel surprises — making travel less stressful and more enriching.
AI can:
- Plan detailed itineraries in minutes
- Translate in real time
- Recommend local spots tourists miss
- Help with last-minute changes
- Explain cultural context
- Summarize reviews at scale
It's like having a local guide, translator, and travel agent in your pocket.
Tell AI your context:
"I'm planning a [DURATION] trip to [DESTINATION] in [MONTH]. My interests are: [LIST]. Budget: [RANGE]. Traveling with: [WHO]. Help me plan:
1. Day-by-day itinerary
2. Must-see attractions vs. hidden gems
3. Local food to try
4. Cultural etiquette I should know
5. Practical tips (transportation, money, safety)"
Then iterate: "Day 3 feels too packed — can you rebalance?"
Learn 10 basic phrases in the local language. Locals appreciate the effort, even if AI does the rest.
When things go wrong (missed flight, lost luggage, sick abroad):
- Use AI to understand local options
- Translate symptoms for pharmacists
- Find nearby embassies/hospitals
- Draft emails to airlines/hotels
- Understand your rights as a traveler
Don't rely solely on AI for emergencies — also have human contacts (embassy, insurance, family).
Ask AI:
- "What should I wear in [PLACE]?"
- "What's considered rude in [CULTURE]?"
- "How should I tip in [COUNTRY]?"
- "What topics should I avoid?"
- "How do I greet people respectfully?"
This prevents embarrassing mistakes and shows respect for locals.
Instead of reading 200 reviews, paste them into AI:
"Here are 50 reviews of this restaurant. Summarize:
1. What people loved
2. What people complained about
3. Best dishes to order
4. Best time to visit"
Saves 30 minutes per decision.
Last reviewed: 2026-08
What each major AI tool does with your data — and how to opt out.
Different AI tools have different privacy policies. Some use your data to train their models. Some share with third parties. Some are relatively private.
This guide summarizes what we know about each tool's privacy practices. Always verify current policy — these change.
Most private → Least private
1. Self-hosted open-source models (you control everything)
2. Enterprise/API tiers (typically no training on your data)
3. Paid consumer tiers (often opt-out available)
4. Free consumer tiers (often used for training)
Rule: If you're not paying, you're probably the product.
Free tier:
- Conversations stored
- May be reviewed by humans for safety/quality
- Used to train future models (opt-out available in settings)
Plus/Pro ($20/mo):
- Same as free by default
- Opt-out available in Settings → Data Controls
- "Temporary Chat" feature doesn't save history
Team/Enterprise:
- Not used for training by default
- More admin controls
- API: not used for training
How to opt out: Settings → Data Controls → toggle off "Improve the model for everyone"
Free/Pro:
- Conversations stored
- May be used for training (opt-out available)
- Anthropic has strong privacy stance
API:
- Not used for training
- More enterprise controls
How to opt out: Settings → Privacy → opt out of training
Note: Anthropic is generally considered one of the more privacy-conscious AI companies, but always verify current policy.
Free:
- Conversations stored
- May be reviewed by humans
- Used to train models (opt-out available)
Google Workspace integration:
- Subject to your Workspace data policies
- More enterprise controls
API (Vertex AI):
- Not used for training
- Enterprise-grade
How to opt out: Activity controls → turn off Gemini Apps Activity (note: this disables some features)
Best for: Research where you want cited sources without revealing your identity
Best for: Working with your own PDFs, research papers, legal documents
Consumer (free):
- Similar to ChatGPT free tier
- Used for training (opt-out available)
Microsoft 365 Copilot (enterprise):
- Subject to your organization's Microsoft 365 policies
- Not used for training by default
- Enterprise-grade compliance
How to opt out: Account privacy settings
Bing Image Creator (DALL·E):
- Microsoft account required
- Prompts stored
- May be used to improve services
Midjourney:
- Prompts visible in Discord (public by default)
- May be used for training
- Paid subscribers can use Stealth Mode for private generation
Adobe Firefly:
- Subject to Adobe's privacy policy
- Commercial-safe training data
- Enterprise options available
See Skills: Protecting Your Privacy for the complete framework.
Before sending a prompt, ask:
- [ ] Did I include personal identifiers (SSN, ID, account numbers)?
- [ ] Did I include authentication data (passwords, keys, codes)?
- [ ] Did I include health information?
- [ ] Did I include financial information?
- [ ] Did I include confidential work information?
- [ ] Did I include others' information without consent?
- [ ] Would I be comfortable if this prompt appeared in a data breach?
If you checked any box, anonymize or remove that information.
Last reviewed: 2026-08
The safety risks of AI for everyday users — and practical steps to protect yourself and your family.
AI safety has two meanings:
This guide focuses on #2: practical safety for everyday users.
AI confidently states false information. This can cause harm if you act on it.
Protection:
- Verify facts before acting on AI claims
- Especially verify: medical, legal, financial advice
- Use Perplexity for cited research
- Use NotebookLM for your own documents
- See Skills: Identifying Hallucinations
Your conversations with AI may be stored, reviewed, or used to train future models.
Protection:
- Never share: SSN, passwords, bank details, health info, confidential work data
- Use privacy modes: ChatGPT "temporary chat", Claude privacy mode
- For sensitive work: use Team/Enterprise plans
- Anonymize before sharing: "I have a coworker [A]..."
- See Skills: Protecting Your Privacy
AI makes scams more convincing:
- Voice cloning: scammers clone family members' voices
- Deepfake video: fake videos of real people
- Phishing: AI writes convincing emails
- Romance scams: AI-powered catfishing
- Investment scams: "AI trading bots"
Protection:
- Verify identity: call back on known numbers
- Don't send money based on digital contact alone
- Be skeptical of urgency ("act now")
- Don't click links in unsolicited emails
- Educate elderly family members (prime targets)
If you delegate too much to AI, your own skills decline.
Protection:
- Do important tasks yourself first, then use AI to improve
- Maintain core skills: writing, math, critical thinking
- Use AI as a tool, not a crutch
- See Skills: Collaborating, Not Depending
AI makes creating fake content cheap and easy. Social media will flood with it.
Protection:
- Verify before sharing (especially emotional/political content)
- Check source credibility
- Look for primary sources
- Be skeptical of "too good to be true" or "outrageous" content
- Teach family members (especially elderly and children) media literacy
Special considerations for children:
- Set age limits (most AI tools require 13+)
- Monitor use; discuss what they see
- Teach critical thinking early
- Use parental controls
- Discuss deepfakes and online safety
- Model responsible AI use yourself
Workplace safety:
- Follow your company's AI policy (if none, advocate for one)
- Don't share confidential information with AI tools
- Verify AI output before using in work products
- Disclose AI use where appropriate
- For high-stakes decisions (hiring, medical, legal): human review is mandatory
AI is NOT for emergencies. For:
- Medical emergencies: call your local emergency number
- Mental health crises: contact crisis hotlines
- Safety threats: call emergency services
- Suicidal thoughts: contact suicide prevention hotline
AI can't replace emergency services. Don't rely on it in crises.
Last reviewed: 2026-08
AI Educator · Open-Source Advocate · Curriculum Designer
On a mission to close the AI literacy gap for non-technical people — students, teachers, freelancers, small business owners, senior citizens — across South Asia and beyond. AI should empower everyone, not just engineers.
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