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Tristan Handy

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“…benchmarks become the environment that these models are evolving inside of.” — Tristan Handy, The Analytics Engineering Podcast

Talking about whether AI models will converge or diverge over time, Handy reaches for evolution. Benchmarks, he argues, act like the predators and food scarcity that shaped humans — the environment a model adapts to — so models pushed against the same benchmarks will tend to converge on the same behavior.

The Analytics Engineering Podcast · 2026-08-21 Context → Listen →

Where They Turn Up

The Analytics Engineering Podcast 1