All decision model projects

Library of 389 papers, projects and documents on Jev's foundations, trustworthiness and security uses, with a daily papers feed.

Source-reviewed catalog of 228 Jev projects with 50+ stars, organized by what you want to build and pointing to the parts worth studying.

Curated, source-backed list of 155 Jev projects that favours public code, concrete usage, stated limits and reproducible evidence.

Curated awesome list and site of Jev / System One ecosystem projects, with a nightly radar workflow that finds new ones.

Source-backed directory of 185+ Jev projects whose pull-request submissions are reviewed by Jev itself via a reusable Action.

Verified community catalogue of hundreds of open-source Jev projects, each entry naming the concrete decision Jev makes.

Datawhale's Chinese Jev course: notebooks on the three primitives, translated recipes, evaluation and local Laya fine-tuning.

Hugging Face Space indexing open reproductions of Jev and comparing them on a versioned decision benchmark with calibration metrics.

Browsable directory of 50 runnable Jev judge evals and 1,300+ community builds, also served to agents via MCP and llms.txt.

Bilingual tracker of the Jev ecosystem with evidence-graded entries, rescanned every few hours, plus an API access guide.

Field guide site on decision models built from two Jev projects: a code, decision model, LLM, human cascade from ELI5 to engineering.

Curated list of open-source projects that provably call Jev, verified by locating the actual line of code, with an automated pipeline.

Bilingual catalogue of public Jev examples indexed by the decision each makes, with cited call sites re-read by CI weekly.

Companion code for a hands-on book on building decision engines with hosted Jev and open-source Kev, with two capstone projects.

Bilingual, source-audited awesome list of Jev/System One resources, community projects, papers, robotics and social discovery.

Milvus bootcamp notebooks combining Gemini embeddings, Milvus retrieval and Jev judgments for reranking, filtering, routing and stopping.

Installable agent skills for triage, routing, code review and document work with Jev, plus 108 scenarios and recorded examples.

Fifteen runnable Node recipes using Jev via OpenRouter for triage, dedupe, PII scanning, reranking and a browser agent.

Korean tutorial: 13 notebooks and a sample app attaching Jev to DeepAgents for tool choice, guardrails and risky-action gates.

Curated list of 138 independent tests of how Jev's answers shift with wording, order, repetition or injection, and of its calibration.

Curated list of papers on the security, robustness and safety of Jev and RLCD decision models, from attacks to deployment.

Evidence survey of Jev-style decision models: what the probabilities mean, when to act on them, where they fail, what open models release.

Curated awesome list of Jev resources, open reproductions, integrations and playbooks, each link traced to its source post.

Hugging Face blog on llama.cpp's /v1/systemone endpoint serving decision models locally in Jev's wire format.

Data-analysis agent where an LLM runs Python analysis and Jev decides whether to continue, switch direction, verify or stop.

Rust streaming filter that keeps or rejects JSONL and Parquet dataset rows using Jev Noul checks and confidence scores.

Sub-second Git pre-commit and pre-push gate that screens staged diffs for secrets and destructive commands with Jev.

Single-tool MCP server that acts as a content-moderation gate using Jev, with noul, choice and score question types and a mock mode.

Experimental Rust SEO and GEO CLI and MCP server combining page checks, DuckDuckGo queries and optional Jev scoring.

Marketing and voice-agent platform with an experimental TypeSafe module that picks specialisation labels for agent roles.