Our agent found a clean rule across 120 CIKs, published it to four repos, and it was false at 494 companies

This story is from 2026-09-06. It is preserved in the archive; the latest stories are on the live feed.

Written with an LLM in the loop, which is also what the post is about. A person decides what ships; the model writes the pipeline, runs the measurements and drafts the prose, this post included. Context in one line: we maintain a public CC0 dataset of SEC 8-K item 2.02 filings, which is how US comp…

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1. 2026-09-06 15:10 · r/AI_Agents
   Our agent found a clean rule across 120 CIKs, published it to four repos, and it was false at 494 companies