Jev for Legal & Compliance
25 curated Jev resources. Legal, contracts, and regulatory review.
By format
- Docs10
- Repos & sites8
- Posts1
- Articles1
- Playgrounds5
All 25 Jev resources for Legal & Compliance
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25 resources
An insurance claim triage tool that classifies loss type, scores documentation completeness, and flags fraud indicators in a first-notice-of-loss narrative, routing claims without denying any or setting a payout.
Jev Tools & CLIs#community#python#insurance
Community
A native Brazilian Portuguese typed-decisions benchmark: seven choice and noul tasks over legislative, legal, scientific, and fact-checking text, with a tuned 4B model at 72.9% mean.
Jev Benchmarks & EvaluationsDocs#community#evaluation#calibration
Community
1GitHub stars
Grounded information extraction library: deterministic code proposes candidate spans with exact offsets and Jev answers one Choice per span plus sentence-level Nouls, so every extraction is a substring of the source. Ships a bilingual benchmark and paper.
Jev Tools & CLIs#community#information-extraction#nlp
Community
gabazureus/jevextractPython
gabazureus/jevextractPython255GitHub stars
Graph RAG framework over Milvus vector search with no graph database required: Jev Noul judgments select graph relations and rerank full source passages alongside vector-search candidates, reaching 86.07% average Recall@5 on 1,000 MuSiQue and 1,000 2Wiki queries in the two-stage evaluation.
Jev Integrations & Adapters#community#rag#retrieval
Community
zilliztech/vector-graph-ragPython
zilliztech/vector-graph-ragPythonTypeSafe's website terms, last updated 19 September 2026. They cover typesafe.ai. A separate agreement covers the products and services.
Jev Guides & ArticlesDocs#official#legal
Official
TypeSafe AI, Inc.'s master customer agreement, last updated 23 September 2026. It is the contract for services named in an order.
Jev Guides & ArticlesDocs#official#legal
Official
TypeSafe's privacy policy, last updated 19 November 2025. It covers the website, the playground, and APIs that link to the policy.
Jev Guides & ArticlesDocs#official#legal#privacy
Official
Rules for using TypeSafe services, last updated 23 September 2026. They ban illegal content, rights violations, and phishing or spoofing.
Jev Guides & ArticlesDocs#official#legal
Official
TypeSafe's data processing addendum, last updated 24 April 2026. For customer personal data, the customer is the controller and TypeSafe is the processor.
Jev Guides & ArticlesDocs#official#legal#privacy
Official
523GitHub stars
Classifies and splits PDFs, DOCX, and PPTX with local page text from LiteParse and category decisions from Jev.
Jev Tools & CLIs#community#python#document
Community
jerryjliu/docjevPython
jerryjliu/docjevPythonThe index of TypeSafe's worked examples, from parallel questions and reranking to guardrails, date extraction, and self-consistency, each with datasets and measured results.
Jev Guides & ArticlesDocs#official#docs#cookbook
Official
The hub for TypeSafe's legal and policy documents, plus the data commitments attached to the API.
Jev Guides & ArticlesDocs#official#docs#privacy
Official
Two browser games against a live Jev opponent: a first-person quick-scope arena and a neon survival challenge, where Jev picks tactics and authored code handles movement and physics.
Jev CookbooksPlayground#community#playground#games
Community
Four board games against Jev where the model picks the move and code keeps the rules: tic-tac-toe, Connect Four, Battleship, and Wordle.
Jev CookbooksPlayground#community#playground#games
Community
An autonomous Pac-Man recreation steered by Jev: before each junction the game sends the maze, actors, and legal directions as structured data, and Jev returns one direction with a probability per option.
Jev CookbooksPlayground#community#playground#games
Community
A live 3D chess match where Jev plays both sides with different personas and exposes the probability split behind every move.
Jev CookbooksPlayground#community#playground#games
Community
Official LinkedIn page for TypeSafe AI with company details, launch announcements, and hiring posts, including the $40 million seed round led by DCVC.
Jev Guides & ArticlesPost#official#post#community
Official
8GitHub stars
Pokémon Red under PyBoy where ordinary Python owns the route and arithmetic and Jev is asked only at branches, with each battle turn's faint prediction scored by Brier.
Jev Cookbooks#community#python#games
9GitHub stars
A TypeScript library that walks a taxonomy and calls Jev once per level, so a choice can cover thousands of leaves despite Jev's 255-option limit per question.
Jev Repos & SDKs#community#typescript#sdk
Community
reachjalil/jev-treeTypeScript
reachjalil/jev-treeTypeScript23GitHub stars
A browser Snake game where code computes the legal moves, food distance, and reachable space and Jev picks one move per tick with a single Choice question; a late answer leaves the snake going straight.
Jev Cookbooks#community#typescript#games
Community
sorrycc/typesafe-snakeTypeScript
sorrycc/typesafe-snakeTypeScript2GitHub stars
A Next.js playground that benchmarks Jev against GPT-5.6 Luna, Claude Haiku 4.5, Gemini 3.5 Flash Lite, and GPT-6 Astra in tic-tac-toe and Connect Four, giving every model the same legal-move Choice options through the Vercel AI Gateway.
Jev Practices & Patterns#community#typescript#evaluation
Community
hegargarcia/jev-playgroundTypeScript
hegargarcia/jev-playgroundTypeScriptA single shared chess game where visitors play against Jev, which weighs every legal move at once as one Choice question and shades the board with its probabilities.
Jev CookbooksPlayground#community#playground#demos
Community
A map of documented Jev use cases, routing, guardrail verification, citation checking, reranking, rubric scoring, bulk classification, and semantic linting in CI, each with a confidence policy.
Jev Practices & PatternsArticle#community#routing#evaluation
Community
A 13-question regulatory briefing that shows batching every question into one call is 12.2x cheaper and 10x faster with no change in answers.
Jev CookbooksDocs#official#cookbook#batching
Official
One question per query-candidate pair raises top-1 accuracy from 5% to 18% and top-10 accuracy from 38% to 62% on 40 CLERC legal queries.
Jev CookbooksDocs#official#cookbook#reranking
Official
Start here with Jev
Featured entries for legal & compliance.
A single shared chess game where visitors play against Jev, which weighs every legal move at once as one Choice question and shades the board with its probabilities.
Jev CookbooksPlayground#community#playground#demos
Community
One question per query-candidate pair raises top-1 accuracy from 5% to 18% and top-10 accuracy from 38% to 62% on 40 CLERC legal queries.
Jev CookbooksDocs#official#cookbook#reranking
Official
Related industries
Industries that overlap with Legal & Compliance.
Jev articles
Original guides that go deeper on Jev legal & compliance.
A Score is a weighted position, not a ruler. Why the number can land between levels, why levels are judged separately, and how to combine several atomic scores in code instead of one crowded rubric.
Jev Practices & Patterns#score#primitives#scoring
Read article
Jev bills input tokens and gives output away, and questions in one call run in parallel. Why the state is where the money is, and how to size a request before you ship it.
Jev Practices & Patterns#pricing#cost#api
Read article
Retrieval is a sequence of bounded judgments. How a decision model slots into passage filtering, semantic find, reranking, and citation checks, and what stays in deterministic code.
Jev Cookbooks#retrieval#reranking#rag
Read article
Watch: Jev in action
Video walkthroughs and demos from the community.
YouTube: One terminal, three subscriptions, and Jev picking the model for Claude Code, Codex, and Cursor.
YouTube: A podcast segment on TypeSafe AI, its $40M raise, and the Jevons paradox behind the name.
YouTube: Gary Explains the catch: Jev understands natural language but answers with structured values and confidence.
Discussions about Jev
Threads from Reddit and Hacker News about building with Jev.
Hacker News: Show HN for the decide CLI: brew install, file context, and multi-question shell scripts.
vsekhar2 pointsShow HN: Decide – Jev decisions in the shell, scripts, and agent skillsRead the thread on Hacker NewsHacker News: Pipeable onesie CLI with shell-safety exit codes and a calibrate mode over labelled commands.
frodikarlsson3 pointsShow HN: onesie – An expressive Unix-pipeable CLI for System One models like JevRead the thread on Hacker NewsHacker News: Spoken-language learning with video scenes branching on TypeSafe Jev.
j_rcht1 pointShow HN: Worklaude – learn by speaking; video scenes branch on TypeSafe JEVRead the thread on Hacker NewsHacker News: OpenAI's Luna Decisions API framed as a fast follow to TypeSafe's Jev wave.
matt_d6 pointsOpenAI Answers TypeSafe's Jev with a Decision API Built on LunaRead the thread on Hacker NewsFrom the Jev community
Posts from builders shipping with Jev right now.