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What's the difference?

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All stages · Demo 07

Rerank lanes

Cheap search proposes. One Noul per pair. Sort in code. Do not dump thirty passages into one prompt.

NoulChoiceRerank + RAG filter

Lanes of retrieval results sliding by typed relevance — keep, conflict, drop.

replayquery idlekeep 0

shortlist from cheap search · one Noul per pair

All 4056 stages

Educational stage on jev.page — not the official TypeSafe console. Live calls go to POST https://api.typesafe.ai/v1/systemone from your browser when you paste a key. Without a key, the stage plays a recorded decision shaped like jev-1.13.0. Jev does not write the UI copy.