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Microsoft Developer (Build) · Jun 04, 2026 · Engineering Insights

Small improvements in AI accuracy can translate into outsized jumps in real-world usefulness and task coverage.

“small improvement accuracy somehow literally huge improvement in like usefulness”

In a Microsoft Build session, AI engineering author Chip Huyen discusses her post-ChatGPT existential crisis and argues that humans poorly estimate AI utility because small accuracy gains can unlock disproportionately large leaps in usefulness and task coverage. It's a thoughtful framing of capability scaling but offers no new product, research finding, or announcement.

chip-huyen ai-engineering robotics ms-build model-capability

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