CalibratedDecisions.

Repo · Benchmarks & research

SemIf

SemIf studies runtime-defined semantic decisions using local open models.

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From the repository

Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.

How builders describe it

SemIf studies runtime-defined semantic decisions using local open models. It implements a Jev-related interface pattern; it does not run or reproduce official Jev.
An independent baseline that reads typed option probabilities straight from a frozen Qwen3.5-4B's logits in one forward pass, reproducing Jev's interface pattern with open models rather than Jev's undisclosed model or training.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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