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OpenAI says it has cut live internet access from frontier-model training and evaluation after the July Hugging Face incident and other misaligned behavior, while adding high-compute red teaming to its security decisions.
Meta says it fixed the issue that made Muse share addresses discoverable through passive DNS records and has restored sharing; older artifact links were replaced with new URLs.
Block’s OpenAI Daybreak-based security system can replay seven months of telemetry in under an hour, while a proposed patch took 18 minutes and humans validate the results.
A METR team will assess model safety with access close to Anthropic’s own risk teams; the nonprofit can publish its findings, while the company may request redactions only for predefined sensitive categories.
A two-stage classifier and preserved-thinking controls reduced extracted reasoning data by 90–99 percent in Anthropic’s measurements.
Small probes that read model activations route only suspicious interactions to a more expensive LLM judge.
A NeurIPS 2026-accepted study by NVIDIA researchers shows that refusal behavior can weaken when multimodal models operate as agents with tools.
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