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How I AI · Tuesday, June 30, 2026

New 'How I AI' Benchmark Aims for Repeatable Model Evaluation

Tired of subjective 'vibe checks,' the podcast host is introducing the 'How I AI bench,' a new set of AI and Claude-graded benchmarks designed for repeatable testing of AI models. The benchmark will assess models on tasks like writing PRDs, solving bugs, and one-shotting designs.

The tape

2 quotes
What I want to start developing is a set of benchmarks we can regularly test these new models against that you'll care about.
So today, I'm going to be introducing the how I AI bench, a set of AI and Claude graded benchmarks that are going to tell us if this model and any model is good at writing PRDs, solving bugs, and one-shotting designs.
Heard on How I AI — “Sonnet 5 review: I ran 64 generations to find out if it's worth it, published Tuesday, June 30, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.02
New 'How I AI' Benchmark Aims for Repeatable Model Evaluation — Heardvine