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Fidelity Is Not Enough: Dispatch-Level Instrumentation for Agentic Datasheet Extraction

One model passed our fidelity check without ever opening the datasheet. We found it while qualifying models for an internal extraction service: a structured-output constraint had silently disabled tool use, and the model answered anyway, with fabricated source text. Only the per-tool trace exposed it. Fidelity -- whether an extracted value matches the source -- is the standard measure for agentic…

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

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GLM-5.3 is now open-weight

https://twitter.com/Zai_org/status/2093354097122455713 https://z.ai/blog/glm-5.3 Comments URL: https://news.ycombinator.com/item?id=49479878 Points: 390 # Comments: 139

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