38 zero-shot information-extraction & classification systems across 23 families — extractors, classifiers, cross-encoder rerankers and typed-decision engines, local + hosted (OpenRouter) — demos, accuracy/latency/cost benchmarks, 9-language suite, web UI
Local alternatives to Jev — page 4
Independent models and shims that follow the System One interface. They can replace hosted Jev for some workloads; they are not TypeSafe products.
195 active projects in this collection. All collections →
Pre-registered independent eval of TypeSafe Jev against a nano-class LLM, a frontier LLM, and a supervised encoder (Banking77 + CLINC150 zero-shot)
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Small, fast, honest decision models. Open alternative to Jev: zero-shot, fit on your labels in seconds, calibrated with a coverage guarantee, Jev wire-compatible.
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Self-hosted, Jev-compatible decision-model API — one /v1/systemone endpoint, open weights (Laya, kev), one Docker image per engine.
Daily curated Jev AI projects, System One community models, and real-world use cases.
Real-world Jev use cases, open-source projects, benchmarks and criticism — what people actually build with TypeSafe AI's Jev, and where it fails. Machine-readable, updated daily.
spaCy vs TypeSafe Jev on English spam, support routing and Swedish routing, evaluated in Braintrust
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基于 RWKV-7 (g1k-1b) 的 Jev 式零生成决策引擎：受限 softmax 直读概率分布，支持 noul/choice/score 三原语，TypeSafe /v1/systemone 接口兼容，JevBench v1.2 公开集实测 acc 0.541 / p50 87ms
Curated directory of real-world tools, interactive video teardowns, empirical benchmarks, and fast System One decision models.
Run jev-browser on a fully local JEV-style decision engine (no cloud API). Warm-browser fork, VRAM guard, measured benchmarks, run traces.
Multi-axis writing quality checker powered by TypeSafe AI's Jev model. Separate named checks, each with its own verdict and confidence.
Survey of the open-source ecosystem around TypeSafe Jev: use-case classification of 16,128 GitHub repositories, verified integrations, replicas, and evaluations (English and Simplified Chinese)
Creating system one model just like jev. with different experimentation
No project description available.
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A Jev-compatible Cloudflare Workers API using OpenRouter and Inception LLMs
Jev-compatible HTTP server for Laya System One decision models
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Independent JEV-inspired System One-style typed decision research for clinical evidence, biomedical NLP, calibrated probabilities, and sleep signals
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A simplified functionality reproduction of Jev-style decisions with Gemma 4. Native multi-modal ability, finetuning free, runs locally on your machine.
No project description available.
A curated list of resources for Jev — TypeSafe AI's System One decision model. Maintained by RoboKrunch.
No project description available.
Jev-first portable Agent Skill and optional MCP bridge for Claude Code, Codex, Cursor and compatible agents.
Zero-dependency TypeScript client for TypeSafe Jev (System One decision model) — OpenRouter, TypeSafe direct, and Vercel AI Gateway providers
화재 피난자 개인별 판단 엔진 — 타입 안전 판독(Bonsai 2 27B / TypeSafe Jev) + 소셜포스 이동, FDS-GPU 화재장 위에서 역할·구조·경로 결정 · Meteor Simulation