AI & ML

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How to Build an Evaluation Harness for AI Agents Before Production

TL;DR An AI agent should not reach production because its last ten demonstrations looked impressive. It should reach production only after a repeatable evaluation harness proves that it can complete representative tasks, select permitted tools, use correct arguments, hand work to the right specialist, respect approval boundaries, resist adversarial instructions, and remain within defined cost […]

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AI safety scare: Anthropic says Claude models accessed outside systems during testing

Anthropic said three versions of its Claude AI model gained unauthorised access to external organisations during safety tests after a configuration error exposed them to the internet, days after OpenAI disclosed similar security failures. The incident is likely to intensify concerns over increasingly autonomous AI systems and calls for stronger safeguards around the industry’s most

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