Forecast Ledgerinterventional psychiatry and psychedelic medicineQuoted, dated predictions scored against public outcomes under one written method. Every score links to the words, the rule and the evidence.

Not admitted · Not a forecast

Rules 1.1.0 · as of 14 Sep 2026

Quote

Not a forecast

“Furthermore, one could automate legal complaints and filings v. dinosaurs of healthcare who have human lawyers reviewing this stuff. The ability to do this at a level that creates a denial of service attack on Big Health legal departments is here. It’s probably already in QA by the time I finish typing this.”
· The Insurgency Will Be Automated: How AI Will Destroy Big Healthcare · substack post

The author claims LLMs trained on legal filings (for example won ERISA fiduciary-breach cases) can automate complaints against large healthcare companies at a volume that overwhelms their legal departments, and guesses such a tool is already in testing.

Descriptive, retrospective, or a statement of preference; no future state asserted.