Open infrastructure for training, evaluating, and deploying System 1 decision models across language and multimodal backbones.
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Oct 29, 2026 - Python
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system-1
Here are 43 public repositories matching this topic...
Non-autoregressive decision engine on ModernBERT (151M) with calibrated uncertainty (RLCD), TypeSafe AI Jev benchmark audit, and in-browser WebGPU playground
calibration webgpu decision-engine onnx edge-ai structured-outputs modernbert gliclass brier-score system-1 rlcd jev typesafe-ai zero-token-generation
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Oct 21, 2026 - Python
⚡ Millisecond System-1 judgement for every tool call in DeepSeek Harness — Jev-powered risk classification & evidence-gated auto-approval. Fail-closed by construction. dsh 生态第一个 System-1 决策插件
plugin typesafe decision-model dsh ai-safety ai-agents fast-inference guardrails llm prompt-injection deepseek agentic-ai tool-calling agent-harness system-1 deepseek-harness dsh-plugin jev typesafe-ai system-one
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Oct 28, 2026 - TypeScript
Real-time drone swarm autonomy simulation using Jev for fast System 1 reflex decisions and collision avoidance, with optional System 2 reasoning for strategic guidance
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Sep 26, 2026 - TypeScript
DoubleTakeBench: 525 evidence-based judgment questions from coding-agent trajectories for evaluating System 1 models and LLMs.
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Oct 21, 2026 - Python
⚡ Foq — the FREE, local, open-source alternative to Jev. Typed System 1 decisions in ~25 ms — no waitlist, no cloud, no per-token cost. foq.fr
ai offline inference self-hosted decision-engine local-first system1 llm foq llama-cpp local-ai gguf agentic-ai system-1 rlcd jev system-one-model jev-alternative
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Oct 18, 2026 - Python
Jebadiah, an open System One decision model: trainer, data builders, evals and every run record
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Oct 22, 2026 - Python
Portable System-1 decision layer for agent harnesses with host-owned routing, receipts, replay, and fail-open integrations.
nodejs open-source mcp developer-tools hermes replay receipts omp codex fail-open agent-harness system-1 decision-routing decision-layer portable-agent
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Oct 15, 2026 - JavaScript
Local Hybrid System-One Decision Engine (JevCompat 32/32 MUST, AnyJev L0 Prefill, StartLux Cascade, OpenJev-RLCD² Trainer, Zero-Shot AI Safety Guardrails)
python routing calibration low-latency agents ai-safety decision-engine onnx conformal-prediction fastapi guardrails zero-shot-classification llm local-ai agentic-ai mcp-server system-1 rlcd jev system-one
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Oct 25, 2026 - Python
Fast System-1 Decision, Arbitration & Safety Engine for Autonomous AI Agents (Powered by TypeSafe Jev)
python typesafe arbitration autonomous-agents ai-agents guardrails llm-safety zero-hallucination system-1 jev
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Sep 23, 2026 - Python
System 1 for your coding agent: cut token use by deciding, not generating.
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Sep 25, 2026 - TypeScript
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.
macos productivity attention focus mlx digital-wellbeing screen-time kev distraction-blocker apple-silicon local-llm system-1 jev jev-ai
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Sep 25, 2026 - Python
typescript finops zero-dependencies ai-governance openrouter cloudflare-workers-ai decision-router system-1 typesafe-ai
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Oct 30, 2026 - TypeScript
Fast, calibrated System-1 decisions (Jev/Laya-style) on your NPU/GPU, plus per-prompt skill & MCP tool leasing that cuts agent context ~99%.
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Sep 23, 2026 - Python
POK-Agent: a Windows computer-use AI agent. A large model plans (System 2) and a small fast model acts on screen (System 1: JEV or local Laya). Repeated tasks become muscle memory, so the big model is called less every time. Local-first, voice and vision, Rust + Tauri, open source.
windows rust ui-automation desktop-automation speech-to-text laya tauri local-first ai-agent system-2 llm vision-language-model ollama lm-studio computer-use system-1-system-2 self-improving-ai system-1 jev windows-agent-arena
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Oct 29, 2026 - Rust
Multilingual, non-autoregressive System 1 decision model.
multilingual calibration chinese-nlp decision-model bert fine-tuning laya guardrails non-autoregressive system-1 rlcd jev
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Sep 24, 2026 - Python
Laya System-1 typed decisions for Hermes Agent — fast local triage, classification, and risk flags
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Oct 17, 2026 - Python
High-throughput native C# .NET 10 System-1 discrete decision & policy engine. Sub-millisecond non-autoregressive decision primitives (Choice, Noul, Score) with calibrated confidence in bare-metal GPU & unified APU memory.
csharp zero-copy cuda glacier rocm policy-engine decision-engine native-aot agentic-ai dotnet10 system-1
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Oct 21, 2026 - C#
Free LLM handbook: how large language models work, from tokenization and attention to training, fine-tuning (LoRA, RLHF), MoE, reasoning, serving and production, plus System 1 decision models (Jev, Laya, Vega), BERT and calibration. Plain Markdown, CC BY 4.0, built to learn with ChatGPT or Claude.
nlp education tutorial handbook transformers lora quantization attention-mechanism bert fine-tuning laya rag mixture-of-experts kv-cache large-language-models llm rlhf decision-models system-1 jev
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Oct 23, 2026 - JavaScript
Autonomous System 1 Speedcuber Agent powered by TypeSafe Jev & Laya ModernBERT-421M. Real-time 3D spatial state, temporal memory, and calibrated decision probabilities.
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Sep 25, 2026 - TypeScript
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