Directory / Agents and real-time
One 50 ms pass vs. 23 LLM turns
UnverifiedNot yet tested by usOther model
The claim
A 706K-parameter model fills a whole form in one 50 ms pass while an LLM agent needs 23 turns and 39.6 seconds.
Our read
Precise numbers from a single post. The model is a small task-specific specialist, not Jev, so it's evidence for the category argument, not for any product.
Unverified: A specific claim with nothing public to check it against.
Test status
We haven't reproduced this yet. When we do, measured accuracy, latency, and cost will appear here next to the claimed figures.
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