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Consider an AI agent tasked with a complex enterprise workflow like migrating massive batches of customer records from a legacy CRM to a cloud database. The agent cannot rely solely on its internal context window for a job spanning hours and depends on the runtime layer, aka the harness . This harness provides execution feedback, like server logs, to help the agent maintain an accurate understanding of dynamic API connections. It also provides state trackers and control-flow mechanisms to manage

Decathlon, one of the world's largest sporting goods retailers, forecasts weekly demand for tens of thousands of products across multiple continents. Learn how they deployed Chronos-2 on AWS to improve forecast accuracy by 11-15 points while cutting operational complexity and running weekly inference for about $0.03 on CPU-only instances.

Modders are trying out an unofficial version of Nvidia's DLSS 5 on Skyrim, Cyberpunk 2077, GTA V, and a bunch of other games after code for the AI upscaling tech appeared in an early-access build of NBA 2K27. Members of the RenoDX modding channel on Discord reportedly found a way to extract the DLSS "Neural […]

Learn how Salesforce used Amazon SageMaker AI Inference Component placement (the SchedulingConfig parameter) to distribute model copies across multiple Availability Zones, meeting their Multi-AZ high availability compliance requirements without sacrificing the cost efficiency of multi-model co-hosting.

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It's allegedly been running dozens of gigantic generators without a permit.

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Video Friday is your weekly selection of awesome robotics videos, collected by your friends at IEEE Spectrum robotics. We also post a weekly calendar of upcoming robotics events for the next few months. Please send us your events for inclusion. Humanoids Summit Seoul : 22–23 September 2026, SEOUL IROS 2026 : 27 September–1 October 2026, PITTSBURGH CoRL 2026 : 9–12 November 2026, AUSTIN, TEXAS Enjoy today’s videos! Nvidia just paid US $12.9 billion for the company that acquired Pollen Robotics, a

It looks a bit clunky, but it does the job – and on your own computer

Meta fixes AI glasses to stop recording any time users cover up the safety light.

Enterprises trying to feed PDFs, slides and scanned documents into AI pipelines keep running into the same wall: the tools either miss the structure — tables, charts, layout — or cost too much to run at scale. Cohere released Parse 5 on Thursday , positioning it on price-to-performance, not raw accuracy — the right cost-capability mix for enterprise scale. Parse 5 is a 2.3-billion-parameter vision language model built to convert PDFs, slides and images into structured Markdown at enterprise scal

How to run the backend locally with Docker or in the cloud The post Connecting My LangGraph AI Agent to Postgres appeared first on Towards Data Science .

https://twitter.com/Zai_org/status/2093354097122455713 https://z.ai/blog/glm-5.3 Comments URL: https://news.ycombinator.com/item?id=49479878 Points: 785 # Comments: 269

<p>Government says Green leader’s proposed moratorium on ‘energy-guzzling’ AI projects would be disaster for economy</p><p>Labour has rejected calls to pause construction of major AI infrastructure in Britain after the Green party leader, Zack Polanski, said it was time to “slam the brakes on these energy-guzzling, <a href="https://www.theguardian.com/environment/2026/jul/21/not-enough-water-for-uks-datacentre-plans-trade-body-says">water-guzzling</a> datacentres”.</p><p>The government hit back

Anthropic said its Claude for Teachers product is now available to schools and districts as a free Enterprise offering, extending a program it launched for individual educators in July. Qualifying organizations that sign up by June 30, 2027 receive a full year of free access. The announcement, dated August 28, 2026, lets school and district leaders bring educators and staff into one centrally managed organization under a single set of K-12 terms. Anthropic introduced Claude for Teachers on July…

<p>As he negotiates Australia’s AI future, the prime minister is under pressure from leaders of conservative states and territories</p><ul><li><p>Australian Politics podcast: <a href="https://www.theguardian.com/australia-news/audio/2026/aug/28/who-actually-benefits-from-new-datacentres-in-australia-australian-politics-podcast">Who actually benefits from new datacentres in Australia?</a></p></li><li><p>Get our <a href="https://www.theguardian.com/email-newsletters?CMP=cvau_sfl">breaking news ema

A recent paper argues that AI is often better at doctoring than doctors. Guess who isn't thrilled.

AI-powered product design process in 2026 is simultaneously incredible and deeply disappointing. Continue reading on UX Planet »

A practical framework for choosing the right tools at each layer of your local AI setup, from model serving to context retrieval.

Article URL: https://pwning.systems/posts/llm-memory-program-analysis/ Comments URL: https://news.ycombinator.com/item?id=49478610 Points: 3 # Comments: 0

Be a better communicator with LLM programming The post Why Claude Code Time Estimates Are Poor appeared first on Towards Data Science .

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Research suggests a gap between AI ambition and on-the-ground reality, but the good news is that professionals can fill it by focusing on well-grounded explorations and solid production use cases.

Locus Robotics recently acquired Nexera Robotics, which create unique soft picking technology, bolstering its manipulation capabilities. The post How Locus Robotics is getting a grasp on one of robotics biggest challenges: manipulation appeared first on The Robot Report .

Article URL: https://github.com/kostey/khms-memory Comments URL: https://news.ycombinator.com/item?id=49478170 Points: 3 # Comments: 0

The firm, known for its focus on software, is going to start throwing more money at the hardware behind AI.

Google Deepmind is testing a double-blind evaluation of a frontier AI model for the first time. Cryptographic protection through Confidential Space is meant to keep Google from seeing the test questions and keep evaluators from seeing the model weights. The pilot project with the Singapore AI Safety Institute uses a Gemini Flash Lite and could set a new standard for tamper-proof AI benchmarks. The article AI benchmarks have a trust problem and Google wants to fix it appeared first on The Decoder

Article URL: https://llm-inference-calculator-delta.vercel.app/ Comments URL: https://news.ycombinator.com/item?id=49477916 Points: 5 # Comments: 1

The Roborock Qrevo 2 Pro is a midrange robot vacuum and mop with a hands-free cleaning experience.

Bot operators now have a home in the Cloudflare dashboard to manage submissions. This update adds submission status tracking, submission editing, and a behavior model so operators can accurately declare how their bots use content.

A federal judge ruled the Trump administration illegally labeled Anthropic a supply-chain risk, handing the AI company a victory as its second Pentagon lawsuit continues in Washington.

Article URL: https://llm-vibe.com/ Comments URL: https://news.ycombinator.com/item?id=49477741 Points: 4 # Comments: 0

Judge finds national-security rationale was assembled after Hegseth had already decided AI maker was a threat

Sandhya Devanathan will oversee some OpenAI operations across Southeast Asia and Australia in her new role.

Security researcher Olivier Laflamme has disclosed two independent root remote code execution (RCE) chains affecting the Unitree G1 EDU, including a Bluetooth Low Energy (BLE) path that can reach root on the robot's Locomotion PC. The flaws are tracked as CVE-2026-76639 and CVE-2026-76640, with the first involving a network-adjacent path through chat_go and bashrunner and the

This article walks through what each technique actually does, why skipping them costs real money and real latency, and then gets hands-on with five specific methods people are running in production right now.

In this article, you will learn how to use probing classifiers, UMAP visualization, and SHAP values to interpret and analyze the quality of text embeddings...

The latest edition of the Seriously Risky Business cybersecurity newsletter, now on <em>Lawfare</em>.