Isolated seats cannot see each other. Division of labor lets later pipeline steps read earlier notes — still not a 61-person ChatGPT thread.
A due diligence checklist for intermediate US investors: filings, cycle, classification, inversion, timing, exit. AI can staff the seats. It cannot take the risk.
Quality investing and disruptive-innovation research are different tests. Averaging Buffett and Wood into one rating is how you get a fake committee.
Einhorn, Burry, Icahn, Loeb, Singer — short-side seats that try to kill the thesis. Inversion is not a vibe. It is a pipeline step.
A 61-person group chat contaminates judgment and burns tokens. Isolated briefs plus one clerk pass are cheaper and harder to fake-consensus.
A worked inversion on a crowded name: earnings quality, cycle, concentration, and what would kill the leftover belief. Research simulation — not a call.
