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Anthropic partners with Accenture to embed evaluators within Anthropic, including red teaming models and conducting alignment assessments (Anthropic)
Anthropic has partnered with Accenture to embed external evaluators within its organization to conduct red teaming and alignment assessments of its frontier AI models, framing this as a step toward fulfilling a prior public commitment to independent evaluation.
Sep 19, 2026
When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents
Researchers propose a new audit protocol for evaluating policy updates in continual learning agents, showing that common confidence-based gates overly restrict useful learning while their paired-binomial method admits more updates without compromising safety on old tasks.
Sep 12, 2026
Gemini 3.6 Flash: twice as fast, 18% cheaper, and precisely 0% smarter🥲
Google released Gemini 3.6 Flash, a model variant with no measurable intelligence gain over 3.5 Flash but improved inference speed and cost efficiency, as confirmed by two independent benchmark evaluations.
Jul 22, 2026