Local & offline models — page 4

Local Jev / System One–compatible gateway — not TypeSafe’s Jev. Fast, privacy-first, offline.

OpenJev: an independent Jev-inspired System One decision API based on TypeSafe.ai concepts. Choice, score and noul primitives, local mock server, Python and TypeScript SDKs. Real inference planned; not affiliated with TypeSafe AI.

Typed, calibrated decisions from a local model. No text generated.

Don't blindly replay a dead-letter queue. A local-first CLI for inspecting, analyzing, classifying, and safely recovering failed messages — RabbitMQ and Redis Streams today, Kafka and SQS planned.

Open-source native computer use for macOS and Windows: TypeSafe Jev, local OCR, and selective planning.

Windows 版微信聊天副驾（上游 fork）：本地 laya 判断引擎免密钥运行 + 修复高缩放屏抓取错位 Windows fork of jev-chat: key-free local laya judge + DPI-aware screen capture fix

基于 Jev 的聊天决策辅助：读当前聊天窗口，只返回类型化判定与置信度，不生成回复。QQ / 飞书 / 抖音实测可用。· An on-device chat co-pilot built on Jev — typed verdicts instead of prose, no package allowlist.

Do you need a hosted decision model, or does a small local model match it? Measure accuracy, latency, calibration and cost on your own task.

Speed and accuracy benchmark: TypeSafe's Jev API vs the local Laya MLX typed-decision model on synthetic tasks

JEV-inspired local decisions for Apple Silicon, powered by MLX.

Local-first document evaluation workspaces powered by Jev

Binary approval gate for Codex and Claude Code — every intercepted tool call is reviewed by TypeSafe JEV and composed through a versioned local policy, with scoped authorization.

用 Jev 把飞书工作消息分成四类：紧急、待办、值得看、暂时略过。A minimal, local-first message classifier with extensible workspace adapters.

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

Pluggable decision layer for the ego lite browser: one System One (Jev) call per step replaces the per-step LLM turn, and the backend can be swapped for a local OpenAI-compatible model. Fail-closed execution guards. The measured one — raw bench data, 16 suites, changelog with corrections.

A context compactor that can only score, never write — so an agent's memory can't hold a fact the transcript never contained. Working demo, runs offline.

Türkçe ve İngilizce doğal konuşmayla Windows 10/11 bilgisayar kontrolü: OpenAI Realtime, local Whisper, Jev, UI Automation ve Playwright.

Independent Jev 1.13.0 behavior study: report, controlled prompt experiments, raw results, and offline verification.

AGI JEV Detection — local AI agent monitor: chain-level malicious-agent detection (TypeSafe Jev + Sentinel), escalate-only L1–L5 containment, Neo4j forensics, AngryRobot dashboard. HackSpain 2026.

Local knowledge search with three modes: BM25 + Jev by default, agentic multi-query lexical search + Jev without vectors, and optional BM25 + embeddings/RRF + Jev, with grounded streaming answers.

The first screen-time app built on Kev and Jev. Local-first on Apple silicon for free & privacy. Blocks the mechanism (Shorts, feeds, livestreams), not the site or app.

Benchmark of TypeSafe's Jev against Sonnet 5, GPT-5 nano and local LLMs on 770 Reddit AITA verdicts: Brier scores, latency and cost

Local multimodal decisions on your Mac. Jev-compatible typed probabilities with Qwen, llama.cpp and Metal.

Typed semantic judgments and pattern matching for TypeSafe Jev and local Laya in Elixir