Why long context make AI dumber

An episode of the Build Wiz AI Show podcast, hosted by Build Wiz AI, titled "Why long context make AI dumber" was published on March 14, 2026 and runs 22 minutes.

March 14, 2026 ·22m · Build Wiz AI Show

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Summary

Forget the needle in the haystack—can your AI actually sculpt an answer from a mountain of data? This episode explores the "Michelangelo" framework, a new evaluation that challenges models to "chisel away" irrelevant noise to reveal the latent structure hidden within massive contexts. Discover how frontier models like Gemini, GPT-4o, and Claude 3.5 Sonnet stack up in these grueling reasoning tasks and why even the "smartest" models face a sharp performance drop long before reaching the million-token mark.

Episode Description

Forget the needle in the haystack—can your AI actually sculpt an answer from a mountain of data? This episode explores the "Michelangelo" framework, a new evaluation that challenges models to "chisel away" irrelevant noise to reveal the latent structure hidden within massive contexts. Discover how frontier models like Gemini, GPT-4o, and Claude 3.5 Sonnet stack up in these grueling reasoning tasks and why even the "smartest" models face a sharp performance drop long before reaching the million-token mark.

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