jev-deferred-crispification

What Jev does in jev-deferred-crispification

The project describes itself this way: Position paper: the Hidden-Markov and fuzzy primitives missing from TypeSafe AI's Jev and System-One decision models. Two lemmas, one principle (Deferred Crispification), one architecture (BSF-S1). In the Benchmarks & research category, Jev typically decides labels and probabilities on fixed test sets, so accuracy, calibration and latency can be measured.

Verification

Verified. We confirmed this repository and its Jev relevance through the GitHub API and the source lists below. A specific file link has not been recorded yet.

Topics

• calibration
• fuzzy-logic
• hidden-markov-model
• jev
• position-paper
• rlcd
• system-one
• typesafe-ai

How Benchmarks & research projects use Jev

Benchmarks and research projects test Jev rather than just use it. They compare it with language models and other classifiers, check whether its probabilities are well calibrated, and explore where the decision-model approach breaks down.

Related Jev projects in Benchmarks & research

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3. jev-vs-clefrmax-ai/jev-vs-clefLaunch-window comparison harness for Jev and Cloudflare Clef decision models on synthetic decision tasks.★ 0
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5. decision-benchHanno-Labs/decision-benchOpen benchmark runtime for document-grounded decision models.★ 1
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6. jev-synergy-screeningPistachioAIHQ/jev-synergy-screeningA Jev title-and-abstract screening experiment compared with Cohen Abstract Triage labels for an ADHD review.★ 1
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See all 107 Benchmarks & research projects →

Where we found it

• heyjunpenn/awesome-jev