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system-one (heyaozh)

A Rust client for System One models — which answer fixed questions with calibrated probabilities instead of generating text — whose first backend is TypeSafe AI's Jev. It layers cost-matrix decisions, caching, recording and calibration on top.
Stars
0
Language
Rust
Reading time
2 min
Published by
Community
Author
heyaozh
Last verified
Oct 2026

This is one of several Jev listings for the same project. The canonical entry is System One — iamaamir.

Highlights

  • Backend-agnostic: the same interface serves TypeSafe AI's Jev, a mock, a recording or your own fine-tuned model.
  • Types: Noul (P(yes)), Choice<E> (a distribution over an enum) and Score (a distribution over an ordered scale), with full distributions, not just arg-max.
  • Stacks cost-matrix decisions, caching, recording and calibration over the client, per the README's layer table.
  • The README frames the shape as state plus bounded questions in, probabilities out: ticket routing, pre-trade risk gates, NPC reflexes and headline labelling.
  • Dual licensed MIT OR Apache-2.0, with a CI workflow; 0 stars, created 2026-09-21 and last pushed 2026-09-22.

Watch out

README reviewed 2026-10-17 from the round-eleven capture, which ends mid-table in the Why section: install commands, MSRV, backend configuration options and any benchmark or calibration numbers are not in the digest.

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