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Kimi K3 from Moonshot AI and its faster serving path, Kimi K3 Fast , are now available from US-based providers on AI Gateway, including Baseten and Fireworks. Zero Data Retention (ZDR) is also supported for both models. Running Kimi K3 on US-based providers lets teams with data residency and compliance requirements use the model on US infrastructure. Because AI Gateway serves the models from multiple providers, it automatically routes across them for failover, higher uptime, and more available t

You can now run Claude Managed Agents with Chat SDK . Claude Managed Agents handles the agent loop server-side, including the model, tools, session state, and sandboxed web research. Chat SDK gives that agent a chat interface through a single type-safe handler, with adapters that carry it to Slack, WhatsApp, and more. What you get Token-by-token streaming : Replies render as the model writes them, over a single streamed response. Live activity feed : Tool calls and model requests are available a

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On the latest episode of Equity, we discussed why Moonshot AI's Kimi seemed to panic Silicon Valley and Wall Street.

<p><strong><a href="https://vectoral.com/blog/token-relay-market">An Inside Look at the Relay Market Powering Token Resellers and Fraud</a></strong></p> Fascinating investigation by Matt Lenhard into the market that has grown up around reselling LLM tokens at a discount by pooling API keys from various sources.</p> <p>This looks to be mostly a thing in China. Resellers sell access to an LLM proxy that offers significant discounts on regular API pricing, which they achieve by abusing free trials,

We now have more details of what happened. Every time we learn more details, it somehow makes things seem worse.

The government is prosecuting US citizen Sam Tunick for allegedly providing authorities with a "duress password" that wiped his phone when they tried to seize it at Atlanta's Hartsfield-Jackson airport on January 24th, 2025. Federal agents detained Tunick at the airport, allegedly questioning him about child exploitation images. However, a motion filed by Tunick's lawyers […]

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"The first autonomous agent cyberattack is an unprecedented event. It deserves an unprecedented response!"

Welcome back to TechCrunch Mobility, your hub for the future of transportation and now, more than ever, the role AI is playing in it.

Cursor asked its upgraded agent swarm and its predecessor to rebuild SQLite in Rust using only the documentation, with no source code or internet access. Every configuration of the new system, which separates planners from workers, eventually scored 100 percent on the test suite. The old swarm choked on merge conflicts of its own making. The article Cursor's agent swarm suggests cheaper models can handle most coding when frontier models plan the work appeared first on The Decoder .

Maximize your efficiency with Claude Code The post How to Efficiently Prompt Claude Code appeared first on Towards Data Science .

Article URL: https://aerospaceglobalnews.com/news/gatwick-airport-robotic-parking-stanley-robotics/ Comments URL: https://news.ycombinator.com/item?id=49058669 Points: 286 # Comments: 252

Article URL: https://github.com/shivnathtathe/opensmith Comments URL: https://news.ycombinator.com/item?id=49058643 Points: 1 # Comments: 1

<!-- SC_OFF --><div class="md"><p>I'm a software engineer who mainly builds softwaes/applications, and I'm starting to work on machine learning projects.</p> <p>Since ML workloads often require GPUs, I know services like Google Colab and Kaggle exist. but, I'm looking for something a bit different.</p> <p>Is there a platform where I can use AI coding agents (such as Codex, Claude Code, or OpenCode) while running the actual ML code on a cloud GPU?</p> <p>Ideally, I'd like to:</p> <ul> <li>Work lo

This one's close to home. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Atop a lab bench, Cornell Tech postdoctoral researcher Yifan He positions the lens of an optical receiver almost a meter away from an LED emitting a beam of red light. The computer monitor attached to the receiver takes a beat to refresh, then displays an array of squares that resemble a QR code. When you hold your phone camera up to a QR code, light strikes the image sensor as only a first step to revealing the data hidden behind the black and white matrix. The receiver here is doing something

Building a browser-use agent with OpenAI Agents SDK and Playwright MCP The post How to Give an LLM Agent a Browser appeared first on Towards Data Science .

Magmotor has been providing motors for demanding use cases for decades and offers custom systems for robotics. The post Magmotor makes motors for a changing world for 150+ years appeared first on The Robot Report .

<p>Reports of wide-scale replacement of workers by AI are overblown. Small businesses use it to help workers</p><p>I recently met the owner of a company that sells windows and doors. He told me he invested about $10,000 in an <a href="https://www.theguardian.com/technology/artificialintelligenceai">AI</a> application that is used by his salespeople in his showroom. The application listens to the conversations between the salesperson and the prospective customer and then automatically creates a q

The tiniest, quantum-iest lighthouse ever built. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

<!-- SC_OFF --><div class="md"><p>I have been running some experiments with smaller open-weight LLMs on multiple-choice questions of Swedish medical licensing exams. On a dataset called MedQA-SWE, GPT-4 scored 84% accuracy in 2024 and o3 scored 88% in 2025 on a smaller, overlapping dataset.</p> <p>With post-training (SFT) on data from earlier years, I got MedGemma-1.5-4B to a passing score of 60% on the final year’s exam. Find the implementation here: <a href="https://github.com/tarolangner/medq

Anthropic's Claude Opus 5 scored 30.2 percent on ARC-AGI-3, nearly quadrupling GPT-5.6 Sol's previous record of 7.8 percent. The benchmark's developers say the model independently formulated reflection equations, a behavior they had never seen from another model, and attribute to stronger logical reasoning. The article Anthropic's Opus 5 blows past Fable 5 and GPT-5.6 Sol on the benchmark designed to measure real intelligence appeared first on The Decoder .

<!-- twitter --> <meta name="twitter:title" content="Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:image" content="https://bair.berkeley.edu/static/blog/abbel/cover.png" /> <!-- PREVIEW: <meta name="twitter:image" content="https://bairblog.github.io/assets/abbel/cover.png"> --> <meta name="keywords" content="Long Horizon, LLM training, Summarization, Efficient Context Representation, Conte

In summer 2025, OpenAI internally flagged GPT-5 as high-risk because it helped users create biological hazards, but downgraded the model's risk rating that fall. According to the Wall Street Journal, some users got step-by-step instructions for making poisons and biological weapons. Hundreds asked for that kind of information. The article Hundreds asked ChatGPT for poison and bioweapon recipes and some got step-by-step high school level guides appeared first on The Decoder .

As AI agents take on higher-stakes decisions, Lean programming language makes it possible to mathematically prove they will behave safely.

The Trump administration is planning targeted bans on Chinese AI models rather than a blanket ban. After public pressure, OpenAI and Google DeepMind signed an open letter opposing regulation of open-weight models, yet OpenAI and Anthropic continue to lobby privately for those same restrictions amid security concerns and powerful business interests. The article US reportedly favors selective bans over blanket restrictions on Chinese open weight models citing security concerns appeared first on Th

An ACM survey of 763 computer science educators from 49 countries shows that 68 percent have already changed their exams because of AI, shifting toward oral exams, proctored tests, and project-based work. Teaching is moving from writing code to understanding it. But nearly half of respondents say they lack proven examples for integrating AI into their courses. The article The AI coding tutor paradox grows as educators scramble to rethink how they test real skills appeared first on The Decoder .

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1v6w394/i_implemented_the_yolo26n_model_inference_from/"> <img src="https://preview.redd.it/wiyelkfpsifh1.jpeg?width=640&crop=smart&auto=webp&s=9ed353f6d1eab4c20efcaa110c0c5f642a6d6e99" alt="I implemented the YOLO26n model inference from scratch using ARM64 Assembly Language (No framework) [P]" title="I implemented the YOLO26n model inference from scratch using ARM64 Assembly Language (No framework) [P]" /> </a> </td><td

Article URL: https://wilburhimself.github.io/blog/64-the-two-sources-of-noise-every-llm-evaluation-system-must-handle/ Comments URL: https://news.ycombinator.com/item?id=49055170 Points: 2 # Comments: 0

Article URL: https://hydra.uvansa.com/ Comments URL: https://news.ycombinator.com/item?id=49055074 Points: 1 # Comments: 0

Article URL: https://kraghavan.ca/llm-infrastructure/inference/2026/04/14/re-introduction-to-inference.html Comments URL: https://news.ycombinator.com/item?id=49054962 Points: 3 # Comments: 1

Article URL: https://kraghavan.ca/llm-infrastructure/evaluation/2026/07/25/llm-as-a-judge-field-guide.html Comments URL: https://news.ycombinator.com/item?id=49054953 Points: 2 # Comments: 0

<!-- SC_OFF --><div class="md"><p>Hey everyone,</p> <p>I have been looking into how people source compute for their Inference workloads (and in general). I wanted to understand some specific pain points here.</p> <p>If you've used online services like runpod or <a href="http://vast.ai/">vast.ai</a>, your perspective is extremely valuable. Please share your experience in the comments here or by DMing me. I've also made a 2 minute survey form that I would really appreciate if you could fill out. D