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How do AI companies test?

AI companies like xAI often conduct their own internal tests to measure the performance of their models. In this story, xAI published its testing results for Grok 4.7, showing an improvement in its electrical engineering score. While these figures offer insight, independent verification is often sought to provide a broader perspective on a model's capabilities.

Stories that explain this

Grok 4.7 lands after two months of Musk teasing

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Why do companies 'tease' products? What are AI 'base models'? What is Grok? What are AI 'test environments'? How do AIs 'hack' companies? How do apps test new features? Who are the big oil companies? Why are car companies struggling?

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