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Emmanuel Nwangura

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07:26
2026-08-24
machinebrief.com
artificial-intelligence

The AI Feature That Works in the Demo and Breaks in Production

A Towards AI investigation by Emmanuel Nwangura, running 833 tests across 6 AI models, found that a widely sold 'strict enforcement' fix for AI output constraints mostly fails in production, often wor…

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