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Claire Vo built the How I AI Bench eval harness using Claude Code and ran Sonnet 5 blind against Sonnet 4.6, Opus 4.8, GPT-5.5, and Gemini 3 Pro across 64 generations. The benchmark scored PRD quality, prototype generation, agentic task completion, and agent personality using 70% human vibe scoring and 30% LLM as judge.
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