xAI publishes Biosecurity at the frontier

Published "Biosecurity at the frontier" — describes Grok 4.6's biosecurity safeguards (refusal training, inference-time protections, behavioral controls) and cites third-party evaluation by LatchBio (BioSecBench-Refusal, BioSecBench-Surveillance). Company claims: an average of 62.1% on the refusal benchmarks, the highest among the models tested; refusal of 59.2% of adversarial tasks and completion of 64.8% of benign biology tasks. Pledges expanded pre-deployment testing, more third-party evaluation and improved post-deployment monitoring for future models

Why it matters

A case of a frontier lab publishing biosecurity refusal rates in numbers and naming an external evaluator — though it is the company's own post, and there is no independent replication

Source — Primary sources first; secondary reports are labelled “Press”

Officialx.aihttps://x.ai/news/biosafety-at-the-frontier

Added in Week 36, 2026 · See that week

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