Show HN: DevFortress – open-core credential isolation for APIs and AI agents
Article URL: https://github.com/duncan982/devfortress-core Comments URL: https://news.ycombinator.com/item?id=48991619 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.
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
Article URL: https://www.openmog.com/ Comments URL: https://news.ycombinator.com/item?id=48990850 Points: 1 # Comments: 0
A cloud tenant using nothing but ordinary GPU access can push a data center's power draw up and down fast enough to threaten the grid it runs on, with no exploit and no break-in. That is the claim behind Bit2Watt, described by three Zhejiang University researchers in a paper accepted to CHES 2026, the IACR's hardware-security conference, and the evidence splits in two: they measured the power

Article URL: https://medium.com/@aneeshaprasannan/i-found-the-most-honest-ai-podcast-on-youtube-by-accident-and-it-ruined-my-favorite-excuse-4aad47bf6732 Comments URL: https://news.ycombinator.com/item?id=48990791 Points: 3 # Comments: 0
<p> Your Chat UI Just Got an AI Roommate </p> <p> <a href="https://www.producthunt.com/products/cometchat?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="http://www.producthunt.com/r/p/1202383?app_id=339">Link</a> </p>
Article URL: https://sgnt.ai/p/show-hn-llm-spam/ Comments URL: https://news.ycombinator.com/item?id=48990789 Points: 13 # Comments: 3
Article URL: https://www.frontierbase.io Comments URL: https://news.ycombinator.com/item?id=48990785 Points: 2 # Comments: 0
<pre style='white-space:pre-wrap;width:81ex'>fix(release): honor frozen AI package exports (#112258)</pre>
<pre style='white-space:pre-wrap;width:81ex'>fix(agents): do not label finish_reason error as LLM timeout (#109313) * fix(agents): do not label finish_reason error as LLM timeout Bare provider finish/stop reason `error` is a completed failure, not a hang. Classify it as server_error so failover stays eligible, and keep the provider signal in user-facing copy instead of rewriting to "LLM request timed out." Abort/network/malformed finish reasons remain timeout-like. Fixes #109218. Signed-off-by:
Last week, two Chinese AI companies unveiled models they say can credibly compete with the best systems from OpenAI and Anthropic. The response was swift and predictable. Markets wobbled, commentators declared Silicon Valley shooketh, and policymakers reached for the familiar language of arms races and wake-up calls. In one headline, The Associated Press said a […]

It’s a lot : According to information obtained by The Tech , MIT is spending over $3 million on more than 500 AI surveillance cameras in academic buildings, residence halls, and outdoor areas along Memorial Drive. Installation of the new cameras, along with the wiring and infrastructure that will support them, began November 2025 and will likely continue until September 2026. Technical specifications for the cameras suggest that they will be capable of collecting real-time face and object classi
<pre style='white-space:pre-wrap;width:81ex'>feat(gateway): session observer digests over the utility model (#112216) * feat(gateway): session observer digests over the utility model * fix(gateway): split session-observer modules and satisfy ci gates * fix(gateway): observer reads session entries without materializing agent state</pre>
Anthropic's AI treaty discussions, US government's influence on AI model releases, OpenAI's processor development, memory market impacts, and more!