Building a personal "negative entropy" pipeline: AI bot clusters 539 saved posts into a wiki

xiaosun86 · x · 2026-10-18

Invoking Schrödinger's idea that humans survive by feeding on negative entropy, the author argues a key use of AI bots is building a personal "negative entropy" pipeline: retrieval used to generate more noise than signal (and you paid Meta/Google via ads), but bots on top of the information crude can finally clean it up. The attached screenshot shows 4 years of saved posts — 539 posts clustered into 19 topics like AI math & science, AI security, and Chinese long-form — searchable across everything saved, liked or replied, forming a personal wiki.

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