Bounty Reveals Limits of Self‑Policing // AIDRAN

A standard safety gate runs before deployment: you test the system, satisfy yourself it holds, and then ship. OpenAI's Bio Bug Bounty runs after deployment, asking external researchers to determine whether GPT-5.5's biosafety filters are breakable ^[2]. That sequence is not a procedural detail — it is the argument. The company has shipped a model capable of engaging with biosecurity-relevant prompts and is now paying others, under NDA, to find out how badly.

OpenAI's Biosafety Bug Bounty Exposes the Limits of Self-Policing

Free reading limit reached

The Clause That Could Conscript AI Labs Into the Kill Chain

The Theology of Accountability That Tech Twitter Never Reads

The Alignment Gap Is Between Institutions and the People Who Left Them

The Ethics Label Is Doing Too Much Work — and Starting to Tear

Anthropic's Pentagon Rejection Rewrites the Defense AI Map

The Professor Who Praised Claude for Faking His Data

When AI Gets It Wrong Twice, the Court Stops Waiting

Science's Credibility Problem Is Now Upstream of the Writing

When Dissent Becomes a Tone Problem: Schools and the AI Fait Accompli