Production reranker benchmark: TypeSafe Jev vs Qwen3-Reranker-0.6B on BEIR SciFact and NFCorpus — nDCG@10, cost/query and p50/p95 latency. Quality is indistinguishable; Jev is ~2x faster, Qwen ~4x cheaper. From the team at denser.ai
Jev ecosystem projects — page 77
5191 repositories with documented relationships and source evidence.
Learning infrastructure for typed probabilistic decisions from System One models (Laya, and typed-decision providers you bring yourself).
基于 TypeSafe Jev (System One) 原生云端 API 的客观心智裁决与情感动力学罗盘
An open-source System One decision model — Kahneman's term for the fast, automatic judgment faculty. Calibrated choice/score/noul probabilities in one forward pass on small fine-tuned open models. Local on Apple Silicon (MLX), Jev-compatible API, audited experiment log.
Token-efficient agent memory for Claude Code and Codex, using TypeSafe Jev for typed decisions and a primary LLM for validation.
No project description available.
Local alternative to Jev: typed decisions (choice/score/yes-no) with real probability distributions, from any llama.cpp-supported GGUF model. Easy CLI for humans and AI agents. No generation, no fine-tuning, no compiler.
.Net SDK for the TypeSafe Jev API
A plugin that lets you build reusable **solution signatures** for any classification or scoring problem, then run CSV, Excel, or text file datasets through the [TypeSafe Jev](https://docs.typesafe.ai) API and export structured results to Excel.
🧠 MCP server for TypeSafe's Jev model
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MCP server + CLI exposing TypeSafe's Jev judgment model as typed noul/choice/score tools — with a typed escalation contract, an action gate, and TypeSafe/OpenRouter/Vercel/mock backends
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Markdown to Sanity documents, with a classifier instead of an LLM. Jev decides, code copies. Experimental.
Control Chrome by voice with a Manifest V3 extension powered by Jev.
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What Do is a Zeroshot classifier service for System One style models.
Local-first task router for microservices, polyrepos, monorepos, and coding agents.
Can Jev replace an LLM reranker? A benchmark of TypeSafe's Jev vs Claude Haiku and BGE on natural-language search over all 6,245 YC companies, with a live search demo.
Benchmarking decision models (TypeSafe Jev, Convai Laya) on the 2026 Turkish university entrance exam — 593 questions, full controls, uncontaminated test set
No project description available.
Open models, libraries, tools, and applications for Jev and System One decisions.
Verified, screenshot-rich awesome list of projects built on Jev — TypeSafe AI's System One model for typed decisions
A collection and survey of Jev
awesome-awesome-jev
A curated list of Jev guides, official documentation, and community projects for AI practitioners, product managers, and builders.
Awesome Jev — curated directory of open-source projects and real-world apps built on TypeSafe Jev (System One). Live site: https://awesomejev.dev