The Interpretable AI Playbook: What Anthropic’s Research Means for Your Enterprise LLM Strategy
5 Articles
5 Articles


The Interpretable AI playbook: What Anthropic’s research means for your enterprise LLM strategy
Anthropic is developing “interpretable” AI, where models let us understand what they are thinking and arrive at a particular conclusion.
Would AI Backstab Humans If it Could? Anthropic Says it’s Possible
Anthropic has introduced a new evaluation framework called SHADE-Arena to test whether advanced language models can perform covert sabotage while appearing to complete normal tasks. The study was conducted in collaboration with Scale AI and Redwood Research. It also involved some independent researchers, including Yuqi Sun, Paul Colognese, Teun van der Weij, Linda Petrini, and Henry Sleight, to assess how capable and deceptive AI agents can beco…
Anthropic fires back – AI reasoning works, Apple reasoning doesn’t
Anthropic has slammed Apple’s AI tests as flawed, arguing that top-level reasoning models did not fail to reason – but were wrongly judged on formatting, output length, and impossible tasks. The real problem is bad benchmarks, it says. AI research at loggerheads – Anthropic argues that recent tests claiming “reasoning collapse” in AI models actually […]
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