Human or Machine?
What Am I Looking At?
Only Humans Know
Prompt Whisperer
Confident but Wrong
100
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Human
100
chihuahua or blueberry muffin
100
Someone texts you "bet" after you suggest lunch plans. What does that mean?
Sounds good
100
Wanted: A TypeScript functional React component with props. Prompted: "Write a React component." Got: A JavaScript class component with no types.
What was lacking?
Language & style requirements
100
AI was asked to import a component from the library and wrote: import { Button } from '@almostreact/generic-components/Button';
What's the issue?
Hallucinated path
200
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Human (Derek 2021)
AI thought this was AI generated and "The Perfect Hook" because of the documentation. The irony: the actual function signature uses any twice.
200
Conchas or Pan Dulce
200
At a party, the DJ plays "Wobble Baby" — what does everyone immediately do?
Line dance
200
Wanted: Full test coverage for a TextInput. Prompted: "Write tests for my component." Got: 2 snapshot tests.
What was lacking?
Test scenarios
200
A developer prompted: "Generate a production-ready useEffect that fetches user data." AI returned a useEffect with fetch + setState but no cleanup and no abort controller.
Why does the vague prompt cause this?
No cleanup specified
300
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Human (Divya 2024 + Andy 2025)
300
With the prompt: Do you see a young woman or an old woman?
Both
300
Your coworker merges a PR at 4:59 PM on Friday and immediately logs off. What's the dev community's name for this move?
Merge and dash
300
Wanted: Thorough JSDoc for useAccountValidation. Prompted: "Document this hook." Got: A one-line description.
What was lacking?
Params, returns, examples
300
AI was asked "What hook does our library use for form registration?" and answered useFormRegister.
Is that correct?
No - useCustomRegister
400
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AI -
- Every import group has a category comment header: // @aoareact/types, // @aoareact/hooks, // @aoareact/generic-components, // Local Modules, // Helpers. That's 5 section comments for imports.
- The compulsive over-organization of imports into labeled groups is an AI signature — humans just import things and let the linter sort it out.
- This is a tricky one because the pattern got adopted as a team convention, so now humans do it too — but the original scaffold was almost certainly AI-generated.
400
are these real photos?
400
Someone says a restaurant is "giving hole-in-the-wall" — is that a compliment or an insult?
Compliment
400
Wanted: A detailed code review catching real bugs. Prompted: "Review my code." Got: "Looks good, consider adding types." What was lacking?
Review criteria
400
AI was asked to write content keys for a component and generated { "title": "Enter your info" } with hardcoded English strings.
What's wrong?
Hardcoded strings
500
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Human
500
Was this painted by a human or created by AI?
AI-generated
500
You're watching a basketball game and someone says a player "has the dawg in him." What are they saying?
He's relentless / amazing / really good
500
Wanted: A production-ready phone input for PXT. Prompted: "Write a phone input component." Got: A basic input with no masking, no i18n, no MDS.
What was lacking?
Context
500
AI was asked "How do we mock API calls in our Storybook stories?" and answered "use jest.mock()."
Is that our approach?
No - MSW