AI Super Simplified
LIBRARY

Prompts.

Copy. Run in ChatGPT or Claude with one click. Stolen and refined from issues you should be reading.

ai-literacy

The AI Diagnosis Claim Check

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The AI Confidence Audit

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The Flavor Pairing Interrogator

Plans tonight's cooking experiment around what is actually in your kitchen — one high-overlap pairing, one low-overlap pairing — and states plainly which parts come from published data and which are its own guess.

cookingflavor-pairingfood-scienceclaim-checking
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The Pattern-vs-Meaning Auditor

Take a pattern you have spotted in your own numbers and find out whether you actually know why it happens — or only that it happens.

ai-literacydatapattern-detectiondecision-making
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The Provable Claim Auditor

Walks you through one decision you are about to trust AI with, and tells you whether it is the kind of question that can be checked against a rule, or the kind where you are trusting fluency and calling it confidence.

ai-literacyverificationfact-checkinghallucinations
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The Agent Access Auditor

Decide account by account which ones an AI browsing agent should be allowed to touch — and which to lock away — with a green, yellow, or red verdict for each.

agent-safetybrowser-agentspasswordsprompt-injection
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The World-Model Cause-and-Effect Trainer

Experience the difference between predicting words and predicting cause-and-effect through guided interview questions.

world-modelscause-and-effectphysics-aireasoning
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The 'Is This Actually Done?' Audit

Interviews you about one piece of AI-produced work, then tells you whether it's actually done or just looks done -- built around what the Remote Labor Index found about where AI deliverables actually fail.

agentsremote-labor-indexquality-checkfreelance
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The AI-Hype Headline Check

Interviews you about an "AI did X" headline you just read, walks you to the primary source, and checks whether the paper's own methodology language actually supports the claim — or whether the press release oversold it.

fact-checkingai-hypesciencemedia-literacyvaccines
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The Effort Audit

Interviews you about one recurring AI task, then names the model tier and effort level it actually needs — and where you are currently overpaying.

model-selectioneffortreasoningclaudechatgpt
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Is This Real?

Interviews you about a suspicious celebrity endorsement, ad, or "exclusive" article, walks you through the actual verification checks, and gives you a real/likely-fake/unconfirmed verdict — not a guess.

deepfakeverificationfraudworld-cupmedia-literacy