Agents can generate 3D assets but can't verify them — a visual AI infra gap

PrateekVJoshi · x · 2026-11-15

Agents are getting good at generating visual assets, but verifying their own outputs remains hard. The author saw an agent deliver a 3D model with the caveat "I haven't looked at it myself." Existing evals for mesh quality, geometric consistency, and human preference aren't integrated into agent workflows — a valid mesh isn't necessarily a good mesh. He argues visual AI infra should give agents the ability to inspect and verify their own outputs.

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