model releaseOfficialPublished: 1h ago

Each time we release a model, we run the same test: give it code that trains a small AI model, ask the new model to speed it up. It takes a

Each time we release a model, we run the same test: give it code that trains a small AI model, ask the new model to speed it up. It takes a skilled human 4-8 hours to reach 4x faster. In May 2024, Claude Opus 4 averaged a ~3x speedup. This April, Mythos Preview achieved ~52x.

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Claude can change capability, routing, cost, or product scope for builders shipping against current model APIs.

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Each time we release a model, we run the same test: give it code that trains a small AI model, ask the new model to speed it up. It takes a 

Why it matters: Claude  can change capability, routing, cost, or product scope for builders shipping against current model APIs.

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