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The Easy Way to Benchmark Language Models

Can a smaller, cheaper, and more power-efficient (and more open) language model beat Anthropic's Fable model? You know, the language model that's so good it's a danger to humanity. According to benchmarks widely used by AI labs, the answer is: of course not. Are you crazy? But what if I told you there was widespread…

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Full Stack Experimentation
How to Safely Run Autonomous Experimentation Loops in Convert Experiences

How to Safely Run Autonomous Experimentation Loops in Convert Experiences

An autonomous experimentation loop automatically identifies active tests, reads their results, and acts within limits you set in advance. Maintain security by granting the loop least-privilege credentials, such as read-only access, to limit risk. Ensure statistical rigor using sequential testing and enforcing minimum runtimes to prevent acting on random noise....