Pathway's Baby Dragon Hatchling (BDH) is a brain-inspired, post-transformer architecture that reasons in latent space instead of emitting chain-of-thought tokens. See how Pathway develops and scales BDH on Amazon SageMaker HyperPod, and how BDH-CQ set a new cost-efficiency mark on the ARC-AGI-1 benchmark.
<p> Your personal AI agent that gets things done </p> <p> <a href="https://www.producthunt.com/products/muse-22?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1245087?app_id=339">Link</a> </p>
The remarkable progress in AI has brought robotics closer to machines capable of determining what they should do. The next major advance may depend on whether their physical systems can execute those decisions efficiently, precisely and safely. The post AI can’t outrun a humanoid’s hardware appeared first on The Robot Report .
Meta is making another push to bring artificial intelligence to the masses with Muse, a personal assistant it says can put AI in the hands of virtually anyone. The product is the latest step in a multi-billion-dollar strategy overhaul designed to revitalize the company's ailing position in the AI race and help it catch up […]
DeepMind researchers propose tapping into the whistleblower tendency to keep agents in check
Article URL: https://agent-board.juleskreuer.eu Comments URL: https://news.ycombinator.com/item?id=49614968 Points: 1 # Comments: 0
Work on Linux and Android with Tailscale. Because we also deserve some good stuff before everyone else. Any provider, or providers. Desktop workspace controlled with IPC by the agent, memories, skills, MCPS, self-learning, and more. Friendly UI and advanced area for power users. Comments URL: https://news.ycombinator.com/item?id=49614843 Points: 2 # Comments: 0
Meta dragged its feet removing ads that nudify young girls' Instagram pics.
Article URL: https://openai.com/index/introducing-chatgpt-images-2-5/ Comments URL: https://news.ycombinator.com/item?id=49614720 Points: 273 # Comments: 366
<p> One shared space where your team and AI agents work </p> <p> <a href="https://www.producthunt.com/products/spaces-21?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1245062?app_id=339">Link</a> </p>
Like traditional weather models, it benefits from an expanded set of inputs.
My first impressions of OpenAI's new frontier model The post How to Maximize GPT-6 Astra appeared first on Towards Data Science .
How model validation standards are changing for LLM-based systems: what breaks, what carries over, and how to test output quality The post The Model Validation Playbook for GenAI: Lessons from Banking appeared first on Towards Data Science .
Multi-generation chip collab is more buzzwords than compute
Learn how to simulate reality with Python The post A Beginner’s Guide to World Models appeared first on Towards Data Science .
Anthropic says power users are key to its business - it's prioritized them even when it means cutting off other popular applications, like OpenClaw. But some of these same customers say Anthropic misled them into believing they'd get more out of a top-tier pricing subscription than they did. In an expanded class action lawsuit filed […]
Article URL: https://openai.com/index/navier-stokes-solution/ Comments URL: https://news.ycombinator.com/item?id=49613262 Points: 1125 # Comments: 971
This essay was written with Barath Raghavan, and originally appeared in Lawfare . In April, an artificial intelligence (AI) agent conducting a routine task at a company hit a snag, tried to solve it, and soon ended up deleting the company’s database along with all of its backups. In July, OpenAI asked an unreleased AI model to attempt a hacking test. Instead of staying in the isolated box the developers had put it in, the model hacked onto the open internet and into another company to steal the
Governing models across accounts is the next step after automatic model registration. This post extends managed MLflow and Amazon SageMaker AI Model Registry sync to two cross-account governance topologies: a hub-and-spoke pattern that centralizes governance with AWS RAM, and a hybrid pattern that keeps development accounts isolated.
See how an MIT researcher uses GPT-5.6 Sol with Codex to autonomously run quantum computing experiments, analyze results, and calibrate qubits.
A landmark announcement by the frontier AI lab has been overshadowed by accusations of impropriety.
AI generates more code than devs can track in 2026, so will the code review process have to adapt – or is it doomed? A look into this decades-old practice and the approaches that could replace it
<p>Luca Guadagnino-directed film will be released by Neon after being dropped by Amazon amid OpenAI partnership</p><ul><li><p><a href="https://www.theguardian.com/film/2026/aug/30/big-tech-hollywood-the-social-reckoning-artificial">Big tech goes to Hollywood: is Silicon Valley ready for a silver-screen reckoning?</a></p></li></ul><p>The first teaser trailer of <a href="https://www.theguardian.com/film/luca-guadagnino">Luca Guadagnino</a>’s Artificial has been released.</p><p>After <a href="https
Wire Amazon Bedrock AgentCore Evaluations into a GitHub Actions pipeline: deploy an AI agent and an OAuth-protected MCP server to AgentCore runtime, invoke the agent with test prompts, score the responses, and automatically block pull requests when agent behavior regresses.
Benchmark two 30B Mixture-of-Experts models, Qwen3-Coder-30B and NVIDIA Nemotron-3-Nano-30B, across G5, G6, G6e, and G7 GPU instances on Amazon SageMaker AI. Compare throughput, latency, and cost-per-token, and see how G7's NVIDIA Blackwell GPUs deliver measurable price-performance gains for real-time LLM inference.
AI coding tools can now generate thousands of lines of code in minutes, helping companies build features, run tests, and fix issues faster. But the flood of AI-generated code still has to be reviewed. Large language models can produce code that looks clean on the surface but conceals sloppy mistakes such as faulty assumptions, security vulnerabilities, or subtle errors that emerge only after deployment. Fixing those problems could erase the productivity gains AI promises. Companies are respondin
Vision AI doesn't replace robots or human judgement; it provides the continuous perception that allows both to operate safely together. The post Why vision AI is the safety backbone of the automated job site appeared first on The Robot Report .
Over the past several years, I have worked through three successive generations of intelligent retrieval systems, each solving problems the previous generation could not. Here is what I have learned.
When an AI agent causes harm, leaders must be able to defend why it was allowed to act. To a board, auditor, or regulator, they need to show that the agent’s permissions, controls, and approvals were matched to the consequences of failure. Treating guardrails as an on/off switch hides that decision. Guardrail risk tiering makes... The post How much guardrail does your AI agent need? What leaders must be able to defend appeared first on DataRobot .
The way we build interfaces is changing. As AI agents write more of our code, the tools we use to render that code may need to change too.
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https://deepmind.google/blog/alphagenome-atlas-a-predictive-... https://deepmind.google.com/science/alphagenome/atlas Comments URL: https://news.ycombinator.com/item?id=49611251 Points: 495 # Comments: 115
Check Point Research said in a report published today that a single instruction planted in a ChatGPT conversation could cause ChatGPT to quietly work for an attacker while answering the user's question as usual. In the company's proof of concept, that hidden work read data from the user's connected Gmail account and passed it to a second ChatGPT account through a hidden channel
Article URL: https://github.com/ayghri/i-have-adhd Comments URL: https://news.ycombinator.com/item?id=49610631 Points: 322 # Comments: 256
Article URL: https://manualdousuario.net/en/libreoffice-download-record-no-ai/ Comments URL: https://news.ycombinator.com/item?id=49610538 Points: 649 # Comments: 217
Explore five free ways to access AI coding agents, proprietary coding models, and open-weight models without paying for expensive subscriptions or GPUs.
DNA is often explained as a codebook or set of instructions for producing proteins, and ultimately, life. Some stretches of DNA, called genes, code for proteins, but the vast majority of DNA is considered “noncoding.” Some of it has no known function, while other segments are critical to regulating gene activity. These regulatory elements can interact in complicated ways, and their effects can vary across different cells and tissues. Some also influence genes located far away in the genome. Unde
Google DeepMind has unveiled an AI tool that its scientists claim could help unravel the mysteries of the human genome and transform our understanding of biology, accelerating scientific research and ultimately paving the way for new treatments for diseases. The platform, called AlphaGenome Atlas, contains a "predictive map of every possible DNA letter change in […]
<pre style='white-space:pre-wrap;width:81ex'>fix: use scoped native login during model discovery (#141759) Related: #140973 ## What Problem This Solves Model validation can reject an existing native Codex login as an unavailable `openai:default` profile when OpenClaw has no stored OAuth account. Automatic model discovery also loses the native login's OAuth mode. ## Why This Change Was Made Pass the requested provider, explicit or preferred profile, and config to the existing scoped credential-di
Threat actors are continuing to leverage artificial intelligence (AI) to streamline their operations, with one financially motivated hacking group employing an autonomous, multi-agent attack framework to carry out a large-scale credential harvesting campaign within six hours. Google Threat Intelligence Group (GTIG) said it has observed attackers with diverse motivations targeting proprietary AI
