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Anthropic used Claude to find bottlenecks, build benchmarks and improve Claude.ai and desktop performance by 3x, showing how AI can reshape software engineering.

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Liquid AI d1 returns calibrated probabilities for classification, routing and scoring in 1 call with 0 output tokens.

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