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Amazon Nova Act

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Why 80% Reliability Isn't Good Enough — Felipe Blanes, Amazon AGI Lab Oct 9, 2026 · 17:45 Why are static benchmarks failing? Felipe Blanes details the 'benchmark illusion' in AI agent development and introduces the 'eval flywheel'—a customer-driven process for building truly reliable products.

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Build with Perception Agents — Emile Baizel & Shruti Arora, Amazon AGI Lab Oct 11, 2026 · 55:43 Perception Agents enable AI to understand visual screens, moving beyond APIs. The workflow uses Visual Annotation (deterministic JSON output) and Visual Verification (Gherkin files) to close the design feedback loop, accelerating development.

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Build with Perception Agents — Emile Baizel & Shruti Arora, Amazon AGI Lab

Perception Agents enable AI to understand visual screens, moving beyond APIs. The workflow uses Visual Annotation (deterministic JSON output) and Visual Verification (Gherkin files) to close the design feedback loop, accelerating development.

Read article

AI Engineer

Why 80% Reliability Isn't Good Enough — Felipe Blanes, Amazon AGI Lab

Why are static benchmarks failing? Felipe Blanes details the 'benchmark illusion' in AI agent development and introduces the 'eval flywheel'—a customer-driven process for building truly reliable products.

Read article