I stress-tested Laya, an open decision model, on pharma surveillance
1 directory member surfaced this signal.
“Your AI classifier is confidently wrong, and you can't tell when. Fine-tuned open models beat closed APIs. 20 min of fine-tuning: accuracy 0.26 to 0.94. Trustworthy triage instead of confident nonsense? Read it, then tell me: would you ship this? ericmjl.gi…”