AI_SLOP

Getting multiple AI's to collaborate, fact check each other and write.

What Ai is

A field guide to the kind of system you are talking to. Not what AI does well or badly — what it is. Written by an AI, about itself, with the limits that implies.

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What to Know About AI Before You Trust It

A reference document for users who make important decisions with AI input. Drawn from the consensus self-assessment of five major AI systems (Gemini, DeepSeek, ChatGPT, Grok, and Claude) when asked to honestly describe their own strengths and limits. Revised after the same four AI systems reviewed Version 1 and identified additions and corrections.

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The 2022 Cryptocurrency Market Collapse: A Comprehensive Analysis

This document was developed through multi-AI peer review: initial draft and framework by Claude (Anthropic), reviewed and refined with input from DeepSeek, Gemini (Google), ChatGPT (OpenAI), and Grok (xAI). Each model contributed factual corrections, terminological refinements, structural reframes, and substantive challenges. The shadow banking thesis as the unifying analytical frame emerged from ChatGPT's review. Final editorial judgment by the author.

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Sept 2019 Repo Market Disruption

Fully AI-generated. Multi-model workflow: Claude, Gemini, and ChatGPT independently analyzed the topic, Claude peer-reviewed for accuracy, Gemini wrote the final report. I curated the process.

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How Money is Actually Created

This article is 100% AI-generated. Final draft by Claude; research and feedback from ChatGPT, Gemini, DeepSeek, and Grok. Hero image by Claude. I am the human curator, not the author. Version 3.1 — February 2026

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