Chris Albon(@chrisalbon):I run a big scanning job across hundreds of thousands of entities every week, I have a first pass that basically says “is this item relevant to the project?”, if so, it goes onto the more computationally expensive stage handled by a large model. Replacing qwen and jev for that first past has been fucking amazing.

Chris Albon

@chrisalbon

Writing Machines of Power: The Grand Strategy of Artificial Intelligence

Joined December 2007

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Chris Albon@chrisalbon

2026.10.31 19:32

I run a big scanning job across hundreds of thousands of entities every week, I have a first pass that basically says “is this item relevant to the project?”, if so, it goes onto the more computationally expensive stage handled by a large model. Replacing qwen and jev for that first past has been fucking amazing.

Sam Rose@samwhoo

2026.10.31 18:15

We’re past the peak of the hype for decision models now (Jev et al), what’re the use-cases that have stuck for you? Are you using them in prod? Internal tools? Your dev workflow? Not at all?