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<blockquote> <p><em>This article was translated with the help of AI.</em></p> </blockquote> <p>Are you issuing access keys just to use the AWS CLI?</p> <p>I used to do exactly that. Access keys are convenient, aren't they?<br> Once you set them up with <code>aws configure</code>, they keep working forever.<br> But behind that convenience lies a scary story.<br> A leak can mean a bill of tens of thousands of dollars, leaked data, and lost trust. And once it's out, you can't take it back.</p> <p>T

<blockquote> <p><strong>TL;DR —</strong> Streaming AI pipelines get evaluated on latency and throughput, but the deeper risk is time semantics: watermarks, allowed lateness, and out-of-order events silently change what a feature means between training and serving. This creates a distribution skew that dashboards never catch because nothing looks broken — the pipeline is fast, the model is scoring, and the numbers are just quietly wrong. The fix is treating watermark lag and replay parity as firs

MISUMI Americas has examined reshoring of U.S. manufacturing and supported legislation to send workers overseas for training. The post MISUMI Americas releases reshoring report, supports manufacturing training bill appeared first on The Robot Report .

Article URL: https://runtimewire.com/article/skyfall-ai-buy-business-test-ai-ceo Comments URL: https://news.ycombinator.com/item?id=48991778 Points: 1 # Comments: 0

Article URL: https://www.youtube.com/watch?v=xXsRnlYv5eM Comments URL: https://news.ycombinator.com/item?id=48991746 Points: 1 # Comments: 0

<p>Earlier this month I hosted a fireside chat session at the <a href="https://www.ai.engineer/worldsfair/2026">AI Engineer World's Fair</a> with Cat Wu and Thariq Shihipar from Anthropic's Claude Code team. We talked about Claude Code, Claude Tag, Fable, coding agent security, evals, tool design, and how Anthropic use these tools themselves.</p> <p>The full video of the session is now available <a href="https://www.youtube.com/watch?v=uU5Gv2h8-9g">on YouTube</a>. Below is an edited copy of the

Article URL: https://psyll.com/articles/technology/ai-machine-learning/the-real-cost-of-ai-human-and-environmental-harm Comments URL: https://news.ycombinator.com/item?id=48991692 Points: 1 # Comments: 0

You open a generative AI tool expecting a quick boost. Ten minutes later, you’re still there, refining a prompt for the fourth time. The task you started with has drifted off to the side somewhere. Sound familiar? Knowledge workers in 2026 are running into this more and more. It makes sense once you look at […] The post The AI Slot Machine Effect: Why Generative Feeds Disrupt Deep Work And How to Reclaim Focus appeared first on AI News .

Article URL: https://github.com/fixed-width/glass Comments URL: https://news.ycombinator.com/item?id=48991662 Points: 1 # Comments: 1

Article URL: https://github.com/arianmokhtariha/data2prompt Comments URL: https://news.ycombinator.com/item?id=48991652 Points: 1 # Comments: 0

Article URL: https://www.raspberrypi.com/news/ai-projects-with-raspberry-pi-out-now/ Comments URL: https://news.ycombinator.com/item?id=48991623 Points: 1 # Comments: 0

Article URL: https://github.com/duncan982/devfortress-core Comments URL: https://news.ycombinator.com/item?id=48991619 Points: 1 # Comments: 0

Article URL: https://www.cnbc.com/2026/07/16/alphabet-stock-gemini-3-5-pro-ai.html Comments URL: https://news.ycombinator.com/item?id=48991586 Points: 2 # Comments: 1

Article URL: https://lowlatencyclub.ai/blog/posts/ai-assistant-filler-messages-demo-python Comments URL: https://news.ycombinator.com/item?id=48991579 Points: 1 # Comments: 0

With the iOS 27 public beta on my iPhone, I challenged Siri AI to assist me in the car. Here's how it performed over regular Siri.

In this article, you will learn how agentic AI architecture has evolved by mid-2026, including the shift away from orchestrated reasoning loops, the rise of...

Article URL: https://termaxa.com/blog/cursor-saga/ Comments URL: https://news.ycombinator.com/item?id=48991399 Points: 2 # Comments: 0

Deploying world models in real robotic systems requires a step that receives less attention than the models themselves: conditioning. The post Friction is key to making better robot world models appeared first on The Robot Report .

This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the world of technology. China’s AI models have Trump’s AI world at war with itself Last weekend, several current and former advisers to President Donald Trump on AI publicly lobbed insults at the country’s leading…

<p>Google’s AI struggles scream trouble as new Chinese models (again) throw US tech dominance into question</p><p>Hello, I’m Blake Montgomery, writing to you after a double-header feature of Christopher Nolan’s The Odyssey and the World Cup final. What a great Sunday. Today in tech, we’re discussing how China is chipping away at the US’s lead in the AI race and how Silicon Valley’s workers are taking action to protect their jobs from AI.</p><p><a href="https://www.theguardian.com/us-news/2026/ju

GPT-5.6 and Grok 4.5, Meta's Muse Spark 1.1, regulatory developments in AI and data centers, interpretability research from Anthropic, and the future of AI policy with AI 2040

Samsung created a robotics division called RX, and its first product could be a humanoid robot.

Article URL: https://github.com/jie123108/Shellink Comments URL: https://news.ycombinator.com/item?id=48991134 Points: 2 # Comments: 0

<pre style='white-space:pre-wrap;width:81ex'>feat(ui): show PR status on Claude threads (#112180) * feat(ui): show PR status on catalog threads * fix(ui): complete PR summary protocol artifacts * perf(anthropic): bound PR metadata deduplication</pre>

Follow this free five-course roadmap to build real AI skills, from classical algorithms to training LLMs from scratch.

Zain Hasan , an AI engineer at Together AI , has taught himself to use AI coding assistants while still keeping an eye on cost. He directs difficult problems to a frontier model, meaning one near the current state of the art in reasoning and capability, such as Anthropic’s Fable . But if the task that Hasan is outsourcing is more straightforward, he directs it to a less capable—and less expensive—language model. Right now, the cheaper model, for him, tends to be GLM 5.2. Released on 16 June by t

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A hands-on guide to tracking experiments, logging models, and reproducing results with ML Flow. The post Are Your ML Experiments a Mess? Here’s the Fix appeared first on Towards Data Science .

Article URL: https://medspas.shipmore.io Comments URL: https://news.ycombinator.com/item?id=48991099 Points: 1 # Comments: 0

An Android app that can draw over other windows and write to shared storage can slip instructions to the AI agent driving that phone, in text no human eye will ever see. Two more steps, and the same app is running commands on the PC driving the agent. Researchers demonstrated that chain, plus six other attacks, against five open-source mobile agent frameworks: AppAgent, AppAgentX,

I needed an AI agent that understands my work better (meetings, notes, chats and lives where I access the web) and gives me flexibility to use the model of choice. So, I built this and I am a 100x engineer now. A few features to highlight. - You bring your own Agent (Codex, claude code etc) or local models or in-browser models or remote models - A live meeting assistant. You got to try to this to see the power of it - A local note taking app where AI Agents live - Voice to Text (all local) - NER

A few days ago, I launched my tool on Product Hunt for the first time. Although it didn't rank high, I received four comments and a few upvotes. I felt a small but genuine sense of accomplishment. Naturally, I replied to each comment with care. However, I later got curious about who left those comments and clicked on their X (Twitter) profile links. I was shocked by what I found... out of the four accounts, two were banned, and the other two were created within the last three months with zero po

Article URL: https://www.threadverse.ai/ Comments URL: https://news.ycombinator.com/item?id=48991048 Points: 1 # Comments: 0

Article URL: https://rightaichoice.com/state-of-ai-tools/graveyard Comments URL: https://news.ycombinator.com/item?id=48991001 Points: 2 # Comments: 0

<p> Orchestrate agents at scale while reducing cost </p> <p> <a href="https://www.producthunt.com/products/askcodi?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/1202391?app_id=339">Link</a> </p>

Do you think there could exist a situation in the market where either Anthropic or OpenAI will offer chinese models for their clients? Comments URL: https://news.ycombinator.com/item?id=48990892 Points: 3 # Comments: 6

Article URL: https://github.com/Kritt-ai/open-kritt Comments URL: https://news.ycombinator.com/item?id=48990871 Points: 1 # Comments: 0

Trump lifts restrictions on Anthropic, Anthropic launches Claude Sonnet 5, Google's NotebookLM updates, chips stories from Etched and Baidu, and more!

Hey everyone! I know there are gazillion alternatives out there especially with AI and all, but this nevertheless is my take on it. I created it because I was frustrated with the options I was seeing in the market. Too heavy, too complex, UX was meh, the output created was not resonating with my style of photography, they are generally glitchy or hallucinate too much, and I dislike subscription fees or credits personally. I prefer BIFL licenses and desktop apps. Since most will probably compare

Article URL: https://marcdix.de/blog/responsible-llm-use-in-conversations.html Comments URL: https://news.ycombinator.com/item?id=48990862 Points: 1 # Comments: 0