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AI · simonwillison.net · Thursday, 24 September 2026

Jev turns LLM inputs into cheap, typed probability decisions

Jev gives teams a cheaper way to classify and rank text: send a document and questions to its API, then get probabilities, choices, or scores instead of generated prose. Its output is free, while input costs $0.042 per million tokens, and questions run in parallel. That suits spam detection, labeling, prioritization, and search reranking, though the model is currently weak with numbers, dates, and adversarial content.

Read the source: simonwillison.net ↗In the 24 September issue →