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AI Evals

3 articles

A product manager at a wooden desk lays out a stack of printed pages with ruled boxes, a pencil and a mug beside an open laptop
Templates

AI Product Roadmap Template Built Around an Evaluable Slice

A free AI product roadmap template where every milestone is an evaluable slice: a scoped behaviour, a golden set, a numeric ship bar and a fallback. Copy it, fill it, and learn the method in the AllthingsPM AI PM course.

September 29, 2026 · 15 min read
A product manager at a wooden desk lays out a stack of printed pages with ruled boxes, a pencil and a mug beside an open laptop
Templates

AI Eval Plan Template: A Free LLM Evaluation Template for PMs

A free LLM evaluation template for product managers: success criteria, a golden dataset, graders, judge validation, thresholds and a release gate, with a worked example and the AllthingsPM course chapter that teaches each step.

September 28, 2026 · 16 min read
A product manager at a long table sorts a tall stack of printed pages into labelled trays while a laptop sits open beside them
Podcast Summaries

Podcast Episodes About AI Evals, Summarized

The best podcast episodes on AI evals, from Lenny's Podcast with Hamel Husain and Shreya Shankar to a16z, YC and How I AI, with the key takeaways from each and free structured summaries on AllthingsPM.

September 28, 2026 · 16 min read
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