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BlueSTAR: Tiered Agentic Architecture for Autonomous Cyber Defense
Security analysts are losing the speed war. Average breakout time, from initial access to lateral movement onto a second host, is now 29 minutes, and the fastest observed is 27 seconds. Meanwhile, defenders still rely on human jud...
Anthropic CEOs wife once asked Epstein to fund porn venture – now steers Claude
The woman who helps steer Anthropic, the AI company racing toward a potential $2 trillion valuation, spent two years cultivating a relationship with Jeffrey Epstein while pitching him on a "luxury porn" venture. The connection, re...
Mathematicians want proof OpenAI didn't use their work
Andreas Thom, a mathematician whose work on non-sofic groups became one of OpenAI's ten announced breakthroughs, is demanding the company prove it did not use his unpublished research to train its models. His accusation, posted on...
Training a 3.8B LLM to 0.384 CORE for $998 – Hugo Vergnes
Most language model training happens in two zones: tiny experiments on a single GPU, or massive runs that cost millions. Hugo Vergnes wanted to explore the space between them. His result is a 3.8B-parameter model trained from scra...
JarvisGUI: Towards Cross-Device GUI Agents with Dynamic Task Composition
When you copy a file from your phone to your laptop, open it in a spreadsheet app, tweak a formula, email the result to a colleague, and ask them to check it on their desktop, you are performing a cross-device GUI workflow. It inv...
The smallest edge AI device for local LLMs
Tiiny AI wants to put a 120-billion-parameter language model in your pocket. The company, founded in 2024 by a team from MIT, Stanford, HKUST, SJTU, Intel, and Meta, debuted the Tiiny AI Pocket Lab at CES 2026 and secured a Guinne...
Tell HN: OpenAI brings back 5 hour limit for plus and business standard users
OpenAI appears to have reinstated usage limits that restrict Plus and Business Standard users to a five-hour window, a constraint that had been lifted previously. The change was flagged by a Hacker News user who noticed the limits...
Speculative Decoding in vLLM on AMD GPUs
vLLM has added support for speculative decoding on AMD GPUs, a technique that lets the serving system verify multiple drafted tokens in a single pass through the target model. The feature works across five different drafting metho...
Nvidia's Jensen Huang says 'AGI has arrived' and congratulates OpenAI
Nvidia CEO Jensen Huang declared on Sunday that artificial general intelligence has arrived, congratulating OpenAI on the release of Astra, the company's newest and most powerful model. The statement, posted on X, adds another voi...
Same Trajectory, Contradictory Rewards (ROBORMBENCH): Paraphrase Fragility in Vision Language Reward Models
Vision-language models are being adopted as reward functions for robotic learning at an accelerating pace. The idea is straightforward: feed a robot trajectory and a text description of the goal into a VLM, and the model outputs a...