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AI products, research, and launches — clustered and ranked, not just re-blogged.
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Jev

Nov 12
1d ago MetaEncoder: a Facebook Collection that uses one encoder for retrieval and decision making with a natural language task and candidate scoring using image and video as side information r/LocalLLaMA → story
Nov 11
3d ago ZeroPoint: Lightweight energy-based decision model arXiv cs.AI → story
Nov 10
3d ago Render adds Anthropic, TypeSafe AI and others to its Subprocessors Hacker News (AI) → story
3d ago Bielik-11B-v3.1-Instruct updates multilingual continual pre-training and strengthens instruction following, tool use, and reasoning r/LocalLLaMA → story
3d ago Decision model enables direct editing of LLM weights without additional training r/LocalLLaMA → story
4d ago Track or follow? a Jev-compatible multi-agent trading system when web news lags the market arXiv cs.CL → story
4d ago I made a 400M model for NPC judgment calls in games; Ettin-400M is an encoder fine-tuned to answer small game questions with scene, question, and options input. r/LocalLLaMA → story
4d ago Decision models in Hugging Face Hugging Face → story
Nov 9
4d ago I fine-tuned a 2B decision model to play Doom on my Mac in 43 minutes using LoRA fine-tuning on images with mlx-decision (open source) r/LocalLLaMA → story
4d ago Top 7 decision models benchmark: evaluation across 2,826 real tech decisions r/LocalLLaMA → story
Nov 7
6d ago Locally hosted decision models can reduce latency in OpenClaw simulations with 50-100 agents; performance depends on GPU configuration and model (e.g., Needle 3) r/LocalLLaMA → story
Nov 6
7d ago Nace AI Research Lab releases 50-page technical report detailing Drex decision models, including training, evaluation, and post-training techniques like RLAF and confidence calibration r/LocalLLaMA → story
Nov 4
10d ago Thinking Fast, trading late: System One decision models vs the market arXiv cs.AI → story
Nov 3
10d ago Show HN: Replacing turn-based LLM agents with SQLite and system one models Hacker News (AI) → story
Nov 2
11d ago Hume launches the first decision model for voice AI Hacker News (AI) → story
12d ago EDU-Jev Training System-One decision models for education arXiv cs.CL → story
Nov 1
12d ago Drex-Max v1: Open-weight 27B multimodal decision model with 262K context and local inference on Apple Silicon r/LocalLLaMA → story
Oct 28
17d ago MedJev: evaluating zero-shot System One decision making in medicine across ten medical benchmarks using MIMIC data arXiv cs.CL → story
Oct 27
17d ago OpenBMB releases MiniCPM-OCR with 1.3B model scoring 93.68 on Real5-OmniDocBench and introduces an OCR-quality judge; DSpark accelerates decoding by 55% r/LocalLLaMA → story
18d ago Benchmarking System One models for time-series decision making using Jev as a case study arXiv cs.AI → story
18d ago Two uncertainties are not one: disagreement versus decision-risk in cheap structured content moderation arXiv cs.CL → story
Oct 24
21d ago Protegrity-PII introduces a PII decision model with typed recall 0.915 and precision 0.907 on the PII-SCOPE benchmark, processing text at 0.49 seconds per million characters on a single RTX 6000. arXiv cs.CL → story
Oct 23
21d ago Baseten releases elephant-1, a 9B decision model post-trained from Qwen3.5-9B, with open weights and lower cost on the AA Decision Index. r/LocalLLaMA → story
Oct 22
22d ago OpenAI makes its Jev competitor widely available as decision model competition heats up TechCrunch AI → story
22d ago Groot 1 — an open typed-decision model with calibrated yes-no answers over 64k-token states; System One API compatible and a pure Bend engine; beats Jev on zero-shot Folha news and typed decisions GitHub Trending (AI) → story
22d ago FrontiersMindAI/decisionformer: fine-tune any Hugging Face encoder or decoder into a calibrated one-pass decision model GitHub Trending (AI) → story
23d ago Our Own Jev: Typed decisions in one forward pass, from an in-house judge to Open LoRA models arXiv cs.CL → story
Oct 21
23d ago SelfJev: self-hosted decision model with a Jev-compatible API, Python SDK, server, fine-tuning and RLCD GitHub Trending (AI) → story
23d ago Mica v0.5, a 4B model on a single GPU, achieves 19.8 ms per decision and up to 25x faster than Jev across benchmarks. r/LocalLLaMA → story
24d ago Pplx-decider-v1.2 costs one-tenth of GPT 6 Luna for identical decisions; v1.2 is 2.5x cheaper than Jev, with open-source licenses and comparable quality r/LocalLLaMA → story
24d ago Clinical System One (CS1) is a 4‑billion-parameter decision model for fast, typed judgments from clinical records, with two agentic harnesses enabling collaboration with a generalist language model. arXiv cs.AI → story
24d ago Web Agent: Agentic reinforcement learning decision model under multi-cost and failure risk arXiv cs.LG → story
Oct 20
24d ago qev-0.8b achieves new SOTA tiny local decision model r/LocalLLaMA → story
24d ago Experimental decision models for medical Q&A shown at Lithuanian AI in Medicine conference; demonstrates medical abstracts, questions, and choices (AIML.lt lab) r/LocalLLaMA → story
24d ago Testing Jev on forensic accounting tasks Hacker News (AI) → story
25d ago Introducing Clairic, a new System One class of extraction models Lobsters (AI) → story
Oct 19
25d ago Jev helps multiplayer AI Hacker News (AI) → story
25d ago Jev Based Adaptive Thinking for LLMs r/LocalLLaMA → story
25d ago App runs decision models on Apple Neural Engine via Shortcuts; LiquidAI d1-3B reaches Pareto frontier with ~40 ms latency on warm short-context decisions, supports automation events without coding. r/LocalLLaMA → story
25d ago Qwen 3.8 27B LoRA used as decision model to create playable snake game; user merges gguf and tests with 600ms decisions r/LocalLLaMA → story