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I don’t think they trained it for fact retrieval.

Would probably do a lot better if you give it tool access for search and web browsing.

What is the point of an offline reasoning model that also doesn't know anything and makes up facts? Why would anyone prefer this to a frontier model?

Data processing? Reasoning on supplied data?