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decision models
Trends
- 1Pixelfed turns down acquisition offers to stay independent●Pixelfed is choosing its mission over a quick payday. Despite receiving major offers, the project is staying focused on
Pixelfed, the decentralized photo-sharing platform, says it has received significant acquisition offers but is rejecting them in favor of building for the long term. The project's leadership says the goal is a social platform that can scale to more than 100 million users while offering a sustainable model for creators and server administrators. Supporters are praising the decision to prioritize the project's mission over a quick payout.
- 2AI decision models: what they are and which you can run locally●AI decision models, what they are and which you can run locally
A guide explains what AI decision models are and which of them can be run locally on a user's own machine. The piece walks through the basics of these models and highlights options that do not require cloud services. It comes amid growing interest in running artificial intelligence tools on personal hardware rather than relying on external providers.
Repos
- angel291592/Intent-Router Intent compiler for AI agents — converges vague requests into typed IntentSpec contracts (probe, ask, or halt before rou
- NandhaKishorM/laya Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward
- yibie/awesome-jev A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for
- ollaya-dev/ollaya Run open decision models locally: pull and serve Laya, decider, NLI and GLiClass behind a TypeSafe-compatible API. Ollam
- firelex/jeff Millisecond decisions, any domain: a 0.8B open "System 1" model that picks between your options with calibrate
- Contrastive-LM/CLM
- jaredpalmer/kev Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own
- jarrodwatts/jev-trader One AI trade decision every Monad block. Jev on Kuru MON-USDC.
- nokia-applied-research/AnyJev Turn any LLM into a Jev-style decision model: typed decisions, real probabilities, no training. (continue updating, welc
- jev-chat/jev-chat-jarvis 装在手机上的对话副驾：在 QQ / X / 飞书里读懂对方、给出候选回复、一键填入输入框，发不发由你。非侵入，只读屏幕，不 hook 不改包。
- heyjunpenn/awesome-jev A verified, community-maintained catalog of 981 open-source projects built with Jev.
- Rizzo-AI-Academy/rizzo-flow The open, local take on Jev: typed decisions from an LLM, without generating a single token
- TheoLeeCJ/SemIf-OpenJev Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.
- receptron/laya Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime
- v-modal/awesome-jev-tools A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.
- mizorewww/laya-coreml Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reprodu
- mizorewww/laya-mlx Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or c
- wfzyx/von The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
- githubnext/localjev
- kerpopule/hermes-jev-skills Jev-powered model routing, memory, compaction, skill selection, computer and browser use for Hermes agents (also Claude