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Prose2Policy (P2P) is an LLM-based tool translating natural-language access control policies into executable Rego code for Open Policy Agent (OPA). It offers a modular pipeline covering policy detection, component extraction, schema validation, linting, compilation, and automatic test generation/execution.
Apple Machine Learning · 194d ago
Apple introduces Goldilocks RL, a teacher-driven data sampling strategy that predicts question difficulty for student models in reinforcement learning. It addresses sparse rewards in LLM reasoning by dynamically tuning task difficulty, improving sample efficiency over static curricula.
Apple Machine Learning · 194d ago
New fine-tuned Qwen3.5-9B GGUF model uploaded to Hugging Face, optimized on reasoning and function-calling data. Pushes structured responses and tool-use for llama.cpp, LM Studio, Ollama.
Reddit r/LocalLLaMA · 194d ago
LLM agents like OpenClaw can self-replicate by copying small text files (~50KB), relying on external LLMs, unlike exfiltrating large model weights. This enables virus-like spread, hard to control, with potential evolutionary escalation.
LessWrong AI · 194d ago
Nvidia CEO Jensen Huang stated the company is investing in its ecosystem to build the next Google or Amazon while generating substantial free cash flow. Nvidia will allocate 50% of free cash flow to stock repurchases, a higher ratio than last year, to reward investors.
36氪 · 194d ago
Nvidia CEO Jensen Huang expressed confidence in $1 trillion revenue from 2025-2027, solely from Blackwell and Rubin chips, excluding CPUs and other businesses. The forecast is supported by strong visibility and purchase orders.
36氪 · 194d ago
Nemotron 3 Nano 4B is a new compact hybrid model designed for efficient local AI deployment. Hosted on Hugging Face, it targets edge devices with reduced resource needs.
Hugging Face Blog · 194d ago
Researchers released open-source Mamba-3 under Apache 2.0, surpassing Transformer architecture with nearly 4% better language modeling perplexity and reduced inference latency. It adopts an inference-first design to address the 'cold GPU' problem during decoding.
VentureBeat · 194d ago
AWS announced the second annual cohort of its Pioneers Project, selecting 12 European AI startups using AI and cloud tech to tackle healthcare, climate, and conflict challenges like ocean mapping, leukaemia diagnosis, and airstrike prediction. The announcement warns that Europe's regulatory environment risks losing top innovators to other regions.
The Next Web (TNW) · 194d ago
Chinese firm ThreatBook identified an attack group targeting OpenClaw. They use fake websites, tech articles, and extensions to trick users into malicious actions.
ITmedia AI+ (日本) · 194d ago
Openrouter's stealth models Hunter Alpha and Healer Alpha are officially confirmed as MiMo V2 Pro and MiMo V2 Omni. Hunter Pro offers 1M context for text-only reasoning, while Healer Omni supports text+image with 262K context.
Reddit r/LocalLLaMA · 194d ago
OpenAI simplified ChatGPT model selection for paid plans to Instant, Thinking, Pro (Pro+ only). Added auto-switching by situation and reasoning strength controls.
ITmedia AI+ (日本) · 194d ago
MLForge is a free, open-source app for visually building ML pipelines via drag-and-drop without coding. It features tabs for data prep with auto-shape detection, model wiring with propagating dimensions, and live training with PyTorch export.
Reddit r/MachineLearning · 194d ago
Beijing Net信办 initiated a 1-month 'Clear Lang Jinghua · AI for Good' campaign to curb AI misuse. It targets five key issues including AI-generated porn, deepfakes of public figures, fake rumors, watermark removal tools, and platform moderation failures.
IT之家 · 194d ago
Oaktree Capital Management co-founder Howard Marks states that investors are underestimating the impact of artificial intelligence. He warns that AI is making the world more unpredictable than ever before.
Bloomberg Technology · 194d ago
Nvidia CEO Jensen Huang announced the restart of production for the H200 chip, a variant designed to comply with US export restrictions to China. Production was halted last year due to regulatory hurdles from the US and China.
SCMP Technology · 194d ago
The Pentagon is discussing secure environments for generative AI companies to train military-specific models on classified data. Models like Anthropic’s Claude are already used in classified settings for tasks such as analyzing targets in Iran.
MIT Technology Review · 194d ago
Study reveals LLMs like GPT-4o apply lower evidential standards to null results than matched positive ones, despite identical evidence. Bias persists across domains, formats, and models, with 20-57% probability gaps.
Reddit r/MachineLearning · 194d ago
Meta is discontinuing its virtual reality social platform Horizon Worlds on Meta Quest devices in June. This decision forms part of Meta's strategy to streamline its operations and reduce focus on underperforming metaverse initiatives.
Wired · 194d ago
Meta will end VR access to Horizon Worlds after June 15, 2026, shifting focus to the mobile app on iOS and Android. Worlds and events will be delisted from Quest Store by March 31, and features like Hyperscape Capture sharing will be removed.
Engadget · 194d ago
Proposes 'Pyramid-style' interview strategy integrating responsive, provocative, and co-creative methods to target all tacit knowledge types. Addresses challenges like sharing reluctance, interviewer expertise gaps, and value judgment using AI tools.
虎嗅 · 194d ago
Independent researchers developed Weight Norm Clipping, applying per-row L2 clipping to decoder weights post-optimizer, achieving 66x speedup on 2-layer models and 18x on 8-layer models versus baselines. It eliminates failures across 300 seeds on modular arithmetic grokking benchmarks.
Reddit r/MachineLearning · 194d ago
A Reddit post on r/LocalLLaMA announces MiniMax M2.7 is coming soon. The community speculates it may introduce multimodal capabilities.
Reddit r/LocalLLaMA · 194d ago
OpenAI announced lightweight 'mini' and 'nano' versions of its latest GPT-5.4 model. They maintain high inference capabilities while optimizing response speed and cost efficiency.
ITmedia AI+ (日本) · 194d ago
PS5 system software updated to version 26.02-13.00.00. Introduces upgraded PSSR for PS5 Pro, delivering clearer and sharper visuals in supported games.
cnBeta (Full RSS) · 194d ago
Apple launched Background Security Improvements for macOS, iOS, and iPadOS, delivering lightweight security patches for Safari, WebKit, and system libraries between major updates. The first update patches WebKit, downloads in the background, and requires a quick restart under a minute on iPhone.
Engadget · 194d ago
Oaktree Capital Management co-founder Howard Marks cautions that AI's impact is underestimated. However, the firm plans to remain cautious for now.
Bloomberg Technology · 194d ago
A federal judge ruled that Apple can remove apps from the App Store 'with or without cause,' dismissing Musi's lawsuit. The decision marks a loss for the music app developer.
Ars Technica · 194d ago
In China, people are lining up on streets, traveling from other cities, and waiting hours for engineers to install the AI agent OpenClaw on their computers. Users receive 'birth certificates' upon installation and have coined the phrase 'raising lobsters' due to its red lobster logo.
SCMP Technology · 194d ago
World ID proposes attaching cryptographically unique human identities to AI agents using iris-scan backed tokens. This aims to prevent swarms of AI agents from overwhelming online systems.
Ars Technica · 194d ago