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The Sunseeker X3 Plus robot lawn mower is on sale at Amazon for just $836.98. That's nearly half off and its best price ever.

Some meetings last longer than it took attackers to jump on a newly disclosed security flaw this week. Within hours, they were already testing it. That's not much time to read the warning, let alone do something about it. But speed is only part of the problem. A secure connection didn't always mean a safe destination. People offering to fix a ransomware mess had questions to answer themselves.

Kanishka Narayan said the government will use advanced AI to strengthen the UK against cyber attacks.

In September, hackers from a group called ShinyHunters announced that they stole a trove of FBI data about its own agents. It was an intelligence disaster . Last week, the FBI arrested (alternate link ) someone associated with that crime.

As AI factories grow from megawatts to gigawatts, building them takes more than advanced computing. Open standards are helping the industry scale AI infrastructure faster, more efficiently and more reliably. At the Open Compute Project (OCP) Global Summit, taking place in the San Jose McEnery Convention Center, NVIDIA announced new partnerships and contributions aimed at […]

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Just over two weeks before The Register’s Washington dinner with HPE and NVIDIA, the questions on the table are the ones that decide the architecture.

<p> The AI knowledge graph that builds itself </p> <p> <a href="https://www.producthunt.com/products/yggy?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/1277933?app_id=339">Link</a> </p>

Article URL: https://mortoray.com/why-arent-ai-companies-being-charged-for-hacking/ Comments URL: https://news.ycombinator.com/item?id=50057278 Points: 264 # Comments: 256

Logpush now supports Transformers, allowing teams to filter, redact, and reshape log streams using SQL before export. Powered by Apache DataFusion and Apache Arrow, Transformers apply those changes directly to log data before it reaches the destination.

Daifuku's Cecile Dick-Calmes said success is no longer measured solely by automation density or equipment utilization. The post Closing the reality gap: Why real-time execution has become the new competitive advantage appeared first on The Robot Report .

Article URL: https://www.unite.ai/five-possible-back-doors-into-llm-search-results/ Comments URL: https://news.ycombinator.com/item?id=50056918 Points: 2 # Comments: 0

A mathematical mechanism enables AI models to process language at scale, undergirding the current AI revolution. Our columnist asks: Why is attention the key? The post Is ‘Attention’ the Essence of Intelligence? first appeared on Quanta Magazine

<p>Outsourcing the essential task of interviewing job applicants to a machine seems lazy at best, negligent at worst. I want better for all of us</p><p>Over the past 15 years of my working life, I’ve done a lot of interviews for a lot of different jobs and industries: call centre operator, social media manager, bookseller, copywriter, library worker. Recently, after completing my first year of a master’s degree in early childhood and primary teaching, I applied for a preschool education role and

Compare ChatGPT, Claude, and Gemini across the data science tasks that matter most to statisticians and analysts.

<p>Kanishka Narayan, concerned by Australian incident, says British cyber defences could be bypassed by artificial intelligence agent</p><ul><li><p><a href="https://www.theguardian.com/politics/live/2026/oct/12/uk-politics-live-tories-andy-burnham-russian-interference-brexit-eu-latest">UK politics live – latest updates</a></p></li></ul><p>An AI-driven cyber-attack similar to the OpenAI <a href="https://www.theguardian.com/technology/2026/sep/24/openai-agent-hacked-medicare-australia-what-we-know

The documentary chronicles how Star Trek’s positions on everything from race to AI were way ahead of their time.

<p> The AI Runtime Backend QA Engineer </p> <p> <a href="https://www.producthunt.com/products/kerno?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/1277820?app_id=339">Link</a> </p>

Comments URL: https://news.ycombinator.com/item?id=50055864 Points: 2 # Comments: 4

Microsoft is announcing its third-generation Maia in-house AI chip today, designed to be the "primary AI inference system" for Microsoft's products and services. Maia 300 not only improves the cost and efficiency of running AI workloads in the cloud, it's also more capable of handling the latest reasoning models and agentic tasks. Maia 300 will […]

Is voice or dictation taking over as the major way of interacting with your computer or agents? If so, then what's going to happen to the future of open floor plan offices? Are NC headphones and Stenomasks the future? They will now become part of the corporate issued and mandated equipment at open floor plan offices? Comments URL: https://news.ycombinator.com/item?id=50055699 Points: 4 # Comments: 6

Ambi is releasing apps for iPhone, Mac, and Apple Watch that enables ambient capture

There are hundreds of GitHub repositories for Claude, and pretty much every repository claims it will streamline your work with Claude… Continue reading on UX Planet »

The second-largest corporate employer has bet big on robot workers to scale.

Office documents in Copilot? Absolutely! Using Copilot to make Outlook themes? Nah…

Will we give robots the moon?

Re-reading my own IBM patent on real-time concert feedback as what it actually was: an agentic loop with multimodal perception, memory-grounded inference, and a human in the loop. What it got right, and what a decade of hindsight teaches agent builders today. The post We Specified an AI Agent in 2016. We Called It Analytics. appeared first on Towards Data Science .

<p> See what your coding agent sends. Mask what you can. </p> <p> <a href="https://www.producthunt.com/products/shim-cli?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/1277759?app_id=339">Link</a> </p>

Union urges Mayor to halt driverless taxi rollout as City Hall report raises questions about safety, congestion, and who's actually in charge

<p>The debt-collection ecosystem will change as AI takes notes in exam rooms, codes visits and sends billing messages</p><p>Medical debt is expected to grow in coming years as Republican-led health cuts come into force this winter. As it does, a changing world of medical billing and debt collection awaits patients: one where artificial intelligence increasingly listens, codes, bills and collects.</p><p>Artificial intelligence takes notes in exam rooms, codes visits, sends out billing messages an

<p>The rise of AI makes the preservation of democracy even more urgent – especially as the technology threatens institutions</p><p><a href="https://www.theguardian.com/technology/artificialintelligenceai">AI</a> safety is having a moment. After years as a topic for techies and futurists, the potential risks from artificial intelligence systems – from cyberattacks to hyper-persuasion to rogue behavior – are suddenly under discussion both in the corridors of power and around kitchen tables.</p><p>

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Explore 10 Hugging Face models used across text, vision, audio, and retrieval in 2026.

The personal AI agents rollout is going about as smoothly as expected: Amazon now blocks Meta's Muse because it doesn't identify itself as a bot while browsing; Instinct keeps raising privacy concerns; and the horror stories from pretty much every personal AI agent keep piling up. Regardless, the tech world is mesmerized by the capabilities and potential of these services. Less than a year

Article URL: https://github.com/qgis/QGIS-Enhancement-Proposals/pull/387 Comments URL: https://news.ycombinator.com/item?id=50054751 Points: 326 # Comments: 353

Three vision AI models ignored the pretty image, yet GPT-4o invented answers and Claude kept answering B. The post I Built a Trap for AI Image Judges. They Walked Into a Different One. appeared first on Towards Data Science .

<p> Hire your AI Marketing Team </p> <p> <a href="https://www.producthunt.com/products/playad?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/1277666?app_id=339">Link</a> </p>

This week on The Kettle, we discuss some arrests and how Mythos' mathematical expertise has led to a second exploited bug that no human would have found

<p>Quite a few parents aren’t convinced social media and AI are safe, and have been adapting accordingly</p><p>When it comes to their kids, many parents don’t trust tech companies any more.</p><p>Social media companies have spent the better part of the last decade arguing that their platforms are safe for teens, but quite a few parents aren’t convinced. They, along with a growing number of regulators, have increasingly accused companies like Meta of designing products that are addictive to young

This White Paper provides roboticists and control engineers with a comprehensive overview of how motion planning and motion tracking can be decoupled to preserve professional athletic style in humanoid robots, and why adaptive, speed-aware control is essential for closing the gap between simulation and real-world deployment. What you will learn about: Why combining a professional athlete’s motion style with reliable task performance remains an open challenge in humanoid ball-sports robotics, and