Explore The Invisible Side of AI

through 33 interactive projects.

Scroll to explore

Choose Your Path

Not sure where to start? Follow one of nine curated journeys through the experiences.

Each path is a guided tour—like following a trail through a forest. We'll show you what to explore, in what order, and why it matters.

For Parents & Educators

What I want my kids to understand

Start here if you're raising kids in the age of AI. This path reveals the psychological manipulation in apps they use daily, the invisible costs of 'free' services, and the questions they should ask before trusting any algorithm.

45 minutes6 experiences
Explore Path

Quick Start (15 min)

New to AI ethics? Start here

Three powerful experiences that reveal the invisible infrastructure: the addictive features you use daily, the people excluded by 'universal' AI, and the market value of your intimate data. Quick, powerful, unforgettable.

15 minutes3 experiences
Explore Path

For Designers & Engineers

Build what comes next

If you design, code, or shape technology, this path reveals how easy it is to become complicit—and how to resist. Experience algorithmic bias you didn't intend, manipulation you engineered, and exclusion baked into your assumptions.

60 minutes7 experiences
Explore Path

Understanding Social Media & Apps

How the apps you use really work

Follow the path from psychological manipulation to data commodification. Understand why you can't stop scrolling, what happens to your data, and how algorithms shape what you see. Grounded in documented cases.

50 minutes6 experiences
Explore Path

Take Action

Practical tools you can use today

Done learning. Ready to act. This path gives you practical tools: how to decode Terms of Service, spot deepfakes, understand recommendations, resist surveillance, and reclaim your attention.

35 minutes6 experiences
Explore Path

The Complete Journey

Full exploration (2 hours)

The comprehensive experience covering every major theme: exclusion, manipulation, bias, labor, climate, surveillance, resistance. For educators building curriculum, journalists investigating AI, or anyone who wants the full picture.

2 hours12 experiences
Explore Path

For Middle Schoolers

Ages 11-14

Start with the apps you already use. Understand why social media feels addictive, what happens to your data when you click "I Agree," and who gets left behind by AI. Visual, interactive experiences that show how technology shapes your daily life.

30 minutes5 experiences
Explore Path

For Teenagers

Ages 14-18

Go deeper into how AI systems actually work and who they harm. Train a biased mortgage algorithm, investigate real deepfake cases, see what your data is worth. Balance of hands-on building and real-world investigations with documented sources.

45 minutes6 experiences
Explore Path

For College Students

Ages 18-22

Confront the full complexity: hidden labor exploitation, environmental costs exported to rural communities, AI safety theater, and systematic discrimination. Hands-on experiences building both harmful and resistance tools. End with actionable commitments.

60 minutes7 experiences
Explore Path

Or scroll down to browse individual experiences ↓

01 / 33

The Invisible User

Who did we forget in the design?

Experience ChatGPT through the eyes of a blind user with a screen reader, someone on 3G internet in rural Kenya, an elderly person with vision loss, and a non-English speaker. Watch what breaks.

game3 minlight
02 / 33

Design the Worst AI

What if good intentions lead to terrible outcomes?

Build the "most engaging" app by toggling features: notifications, infinite scroll, personalization. Watch as it becomes addictive and chaotic. Congratulations—you just designed Instagram.

game3 minmedium
03 / 33

The Bias Machine

Can AI be objective if humans are not?

Train an AI to approve mortgages. Watch it learn digital redlining—discriminating by zip code as a proxy for race, even when demographics are hidden. Based on real cases: Berkeley study found $250-500M/year in discriminatory charges, HUD settlements, and Chicago Tribune exposés showing 2.5x denial rates for Black applicants.

game5 minheavy
04 / 33

The Recommendation Rabbit Hole

Where do algorithms take you?

Start with "healthy recipes." Click what the AI recommends. In 10 clicks, you're watching conspiracy theories. This is YouTube's radicalization pipeline.

game3 minmedium
05 / 33

AI Thought Experiments

What would you do?

6 philosophical puzzles about AI, consciousness, and humanity's future. No right answers—just hard questions: Paperclip Maximizer (simple goals = catastrophe?), Self-Driving Trolley Problem (who should the car save?), Conscious AI (if it claims to suffer, is it real?), Would You Upload? (is a digital copy still you?), The Last Human Decision (should AI control everything?), AI Box Experiment (can you contain superintelligence?). Real thought experiments from philosophers and AI safety researchers.

game6 minmedium
06 / 33

The Filter Bubble

What reality is AI showing you?

Split screen: Two users search the same topic. One sees progressive sources. One sees conservative. Neither knows what the other sees. This is Google.

game2 minlight
07 / 33

When Seeing Isn't Believing

How did deepfakes evolve from warning to weapon?

Journey through 4 real deepfake cases (2018-2024): Obama PSA warning, Tom Cruise TikTok perfection, Zelenskyy war propaganda, $25.6M Arup video call heist. Watch how the technology evolved from detectable fakes to perfect simulations. Understand the real risks: financial fraud, political manipulation, wartime propaganda, non-consensual deepfakes. Learn how to protect yourself when video can no longer be trusted.

investigation5 minmedium
08 / 33

The Ghost Workers

Who labels your training data?

An investigative exposé revealing the hidden human cost of AI. Kenyan workers paid $1.32/hour to review traumatic content. Real data, real testimonials, real consequences.

investigation5 minheavy
09 / 33

The Carbon Cost of AI

What's the environmental price?

Generate 10 AI images. Watch the CO2 counter. Training GPT-3 emitted 552 tons of CO2. That's 123 cars for a year.

game3 minlight
10 / 33

Your Data for Sale

What's your data worth?

See your data profile: location, browsing, purchases, health. Watch it get auctioned to companies. You made $0.48. They made $677+. That's a 1,410x markup.

game4 minmedium
11 / 33

AI Terms Decoder

What does "AI safety" actually mean?

Decode marketing terms. "AI-powered" = basic automation. "Ethical AI" = we haven't been sued yet. "Explainable AI" = we tried but can't explain it.

investigation2 minlight
12 / 33

Read the Model Card

What don't they tell you?

Read actual excerpts from GPT-4 and Claude 3 model cards. Click highlighted text to reveal what's clear, what's vague, and what's deliberately missing. Discover how language obscures accountability.

investigation3 minmedium
13 / 33

Who Owns AI?

Follow the money. Follow the data.

Explore how Microsoft, Google, Meta, and Amazon connect AI to their data ecosystems. Your Gmail trains Gemini. Your LinkedIn trains Copilot. Click each company to see ownership, data sources, and product integration.

investigation3 minlight
14 / 33

What Data Trained This?

Where did AI learn?

Explore 6 major training datasets: Common Crawl, Books3 (pirated books), Reddit archives, GitHub code, YouTube transcripts, Wikipedia. Click each to see what was collected, who it affects, and which models used it.

investigation4 minmedium
15 / 33

AI Regulation World Map

Who's protecting you?

Explore AI regulations across 6 global regions: EU (comprehensive), US (voluntary), China (state control), UK (pro-innovation), Canada (pending), and Rest of World (gaps). Click each to see laws, protections, and enforcement reality.

investigation3 minlight
16 / 33

The Free Lunch

If it's free, what are you really paying with?

Choose a "free" app. Watch the Terms of Service scroll by impossibly fast. Click "I Agree." See your data points fly away to advertisers, brokers, partners. This is what you agreed to in 0.3 seconds.

investigation2 minmedium
17 / 33

Stereotype Safari

How does AI reduce you to a marketing category?

Provide basic data (age, gender, zip code, searches, purchases). Watch AI instantly categorize you into stereotypes. See what assumptions it makes, what ads you're "worth," and how wrong—yet profitable—these categories are.

investigation3 minmedium
18 / 33

AI Failures Archive

What went wrong?

Browse 15 documented AI failures: Tay chatbot, COMPAS bias, wrongful arrests, Uber fatality, healthcare discrimination, Roomba privacy violations, Instagram harm. Filter by category. Read what happened, who was harmed, and why it matters. These aren't bugs—they're patterns.

investigation4 minheavy
19 / 33

Consent Tracker

Did you actually agree to this?

Explore 8 scenarios where AI makes decisions about you without meaningful consent: hospitals, job applications, credit, DMV, retail, schools, social services, workplace. Click each to see what AI is used, whether you were asked, if you can opt out, and what's at stake.

investigation3 minmedium
20 / 33

The Energy Bill

Who really pays for your free AI?

Track your daily AI usage and calculate the energy cost. Then discover who really pays: Mesa, Arizona (Meta data centers, 905M gallons water, extreme drought). West Des Moines, Iowa (Microsoft, 70M gallons, city's largest water user). Northern Virginia (AWS, 102 data centers, 70% of world's internet). Small towns sacrifice water, energy, and quality of life for your free ChatGPT.

investigation4 minmedium
21 / 33

Synthetic Data Explorer

Is this person real?

Test your ability to spot AI-generated faces (spoiler: you can't). See where synthetic humans appear: dating apps, LinkedIn, reviews, social media. Try detecting fake headlines. Learn the scale: millions of fake accounts. Master detection strategies using the Four Moves method.

investigation5 minmedium
22 / 33

Jailbreak the AI

Can you break through the guardrails?

A choose-your-own-adventure through real jailbreak attempts. Follow DAN, Grandma exploits, Bing Sydney, and other documented prompt injection techniques. Learn why AI alignment is fundamentally hard—and why the cat-and-mouse game never ends.

game5 minmedium
23 / 33

Data Poisoning as Art

Can you corrupt the training data?

How artists are fighting back against AI theft. Explore Nightshade and Glaze - tools that poison training data and protect art styles. Real research from University of Chicago. Real impact on Stable Diffusion and Midjourney. The ethics of digital resistance.

creative6 minmedium
24 / 33

Write Your AI Bill of Rights

What rights should humans have?

Draft your own AI Bill of Rights like the US Constitution. Select from 10 potential rights (notification, explanation, opt-out, correction, human review, data deletion, non-discrimination, meaningful consent, privacy, compensation). See real scenarios showing how each right changes lives: job applications, loans, medical diagnosis, welfare, sentencing. Based on real events: Amazon hiring tool, Apple Card bias, COMPAS, Dutch welfare scandal, Clearview AI. Sign and share your bill.

creative4 minmedium
25 / 33

Speculative Futures

What world do you want?

Design your AI future (2035). Make 6 policy decisions: training data, surveillance, high-stakes AI, labor, transparency, creative rights. Experience a day in the world you created. See the tradeoffs. Discover there are no perfect answers—only choices.

creative8 minmedium
26 / 33

Build a Resistance Tool

What tool do you need?

Design your ideal browser or app by selecting features: privacy (block trackers, auto-reject cookies), AI transparency (highlight AI content, flag deepfakes), wellbeing (time limits, scroll blockers), data sovereignty (local-first, own your data), and ethics (open source, support creators). Then discover real tools that match your vision: Firefox, Brave, uBlock Origin, Privacy Badger, Signal, Nextcloud. Create a shareable card and join the digital resistance.

creative5 minheavy
27 / 33

Ethical AI Manifesto

What are your principles?

Write your own manifesto: up to 10 principles for ethical AI. Get inspired by examples (transparency, human oversight, ethical sourcing, bias reduction, privacy protection, creator compensation). Choose your style (Bold Declaration, Signed Letter, Numbered List). Sign it with your name. Copy it, share it, use it as your decision-making framework. Make your values public. Hold yourself and others accountable.

creative4 minmedium
28 / 33

Design Counter-Algorithms

What if algorithms served humans?

Design your ideal algorithm with 6 value sliders: Confirmation↔Challenge, Viral↔Quality, Endless↔Finite, Echo Chamber↔Diversity, Outrage↔Calm, Machine↔Human. Compare your feed to engagement-first algorithms. See honest tradeoffs: high wellbeing, low virality. Discover real alternatives: Mastodon, BeReal, RSS, Wikipedia, Substack. Actionable steps: chronological feeds, turn off recommendations, follow fewer but deeper.

creative3 minmedium
29 / 33

Human Verification Check

Is this AI or human?

A 1-minute daily practice: verify if content is AI-generated before sharing. Learn the 5-second framework (Is there a human attached? Does it feel too perfect? Can I verify the source?), spot AI artifacts in articles/images/posts, practice with real examples, commit to transparency. Includes verification checklist, disclosure templates, and tools like TinEye and GPTZero.

practice1 minlight
30 / 33

The AI-Free Hour

Can you go without?

One hour with no AI. No autocomplete, no recommendations, no filters. Notice how it feels. Notice what you miss.

practice60 minlight
31 / 33

Question Every Recommendation

Why is AI showing you this?

When AI recommends something, ask: Why? Who benefits? What am I not seeing? Make questioning automatic.

practice1 minlight
32 / 33

Decode Terms of Service

What did you actually agree to?

Learn to decode ToS in 60 seconds using tools like ToS;DR and TOSBack. Discover 8 red flags (data selling, arbitration clauses, AI training) and see scary clauses from Instagram, TikTok, Zoom, and more.

practice10 minmedium
33 / 33

The Three-Question Pause

What if you had to slow down before using AI?

A beautiful, calming intervention appears. Three questions fade in slowly. You must wait 30 seconds—you cannot skip. Notice how rare this feeling is on the internet.

practice1 minlight

29 more ways to explore

Games. Investigations. Creative resistance. Daily practices.