Jev sorted 9,999 Pirate Nation PFPs and it did it in ~25

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Sorted 9,999 Pirate Nation PFPs with Jev in about 25 seconds for under $0.40, using it for fast batch classification.

The original post

Jev sorted 9,999 Pirate Nation PFPs and it did it in ~25 seconds The speed of this model is 🤯 Opens the door to new AI applications and powered by Venice $VVV for under $0.40

Engagement when collected

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Numbers are a snapshot taken from X when the case was added to the library (schema v1, collected 2026-09-19); they will not match today.

Where this case fits

Filed under games & playable demos. In the pattern Jev is built for, the model answers a bounded question per step — and ordinary code acts on the answer, because the answer is already a value rather than a paragraph. Other posts in the same family are on the games & playable demos page.

Related Jev cases

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Last updated: 2026-09-22 · sources & corrections · every card links to its author's original post