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Arbitrary classification as a primitive

cocktail peanut: Jev did not reinvent classification. It makes any classification a typed decision you define at runtime.

cocktail peanut

@cocktailpeanut

Jev is cool not because it re-invented classification, but because it makes ARBITRARY classification into a type-safe programmable primitive. A general purpose zero shot decision model whose native interface is RUNTIME-DEFINED typed decisions, optimized for that exact interface

Sep 16, 2026 · 792 likesOpen on X

Open the source

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Diogo Almeida
@CompleteSkeptic
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Guidex.com
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Diogo Almeida of TypeSafe on the new Box type: one bounding box per question, somewhere in the grey area of decisions, and only on jev-preview.
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Nathan LeClaire
@dotpem
Here's another JEV TIP in honor of JEVDAY Jev can answer as many questions as you can fit into context in parallel. You can ask hundreds in one call, and since output is free, why not? 100 questions on a 32k token input document: ~$0.00001 per question ~1ms per question
Guidex.com
Ask hundreds of questions in one Jev call
Nathan LeClaire’s JevDay tip: Jev answers every question that fits in context in parallel. 100 questions on a 32k-token document came to about $0.00001 and about 1 ms per question.

Arbitrary classification as a primitive

More like this

Types beyond decisions: box

How to get the most out of the new Jev launch

Ask hundreds of questions in one Jev call