HeyGen launches a benchmark for AI video that can grade bad taste

Code2Video tests agents on 168 motion-design briefs, then uses HeyGen's own judge model to score timing, composition and craft.

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Why it matters

Coding agents already produce valid interfaces and animations. HeyGen is betting that a specialized visual judge can teach them the harder part: timing, composition and taste.

A brown eagle flies with its wings fully spread against a dark background.

HeyGen, the AI video company founded by Joshua Xu (@joshua_xu_) and Wayne Liang, has released Code2Video, a benchmark designed to measure whether coding agents can produce motion graphics that look intentional rather than merely compile.

https://x.com/HyperFrames_/status/2102084939026247684

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