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Onset MCP

<p> Write and publish release notes from your AI assistant </p> <p> <a href="https://www.producthunt.com/products/onset-io?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/1209251?app_id=339">Link</a> </p>

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Simon WillisonLLMs

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

<p><strong><a href="https://huggingface.co/blog/agent-intrusion-technical-timeline">Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident</a></strong></p> Hugging Face just released this extremely detailed technical description of <a href="https://simonwillison.net/2026/Jul/22/openai-cyberattack/">OpenAI's recent accidental cyberattack against their infrastructure</a>. This attack was <em>very</em> sophisticated, and the resulting document doubles as a crash-c

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Hacker News Ask

Point AI at a "Proven" Microkernel?

Since it has become obvious that AI is great at finding security flaws, has anyone pointed it at some formally proven software? I'm thinking seL4. In theory it should find nothing, right? Comments URL: https://news.ycombinator.com/item?id=49090089 Points: 4 # Comments: 1

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The Robot ReportRobotics

Registration is open for RoboBusiness 2026

This year, join us in October in Santa Clara to celebrate 20 years of robotics excellence at RoboBusiness 2026. The post Registration is open for RoboBusiness 2026 appeared first on The Robot Report .

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Registration is open for RoboBusiness 2026
Hacker News 最佳

Codex Security

Article URL: https://github.com/openai/codex-security Comments URL: https://news.ycombinator.com/item?id=49089755 Points: 471 # Comments: 144

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The Guardian AIBusiness

Apple becomes second $5tn company as investors flee AI stocks

<p>Share price rally driven by strong product demand as well as decision to sit out AI spending race, amid wider tech sell-off</p><p>Apple has become only the second company to pass the $5tn valuation mark, as it benefited from investors fleeing AI and semiconductor stocks amid a wider tech sell-off.</p><p>The iPhone maker’s shares hit a session high ⁠of $342.89 on Tuesday, giving it a market ⁠capitalisation of $5.04tn (£3.78tn), then eased back down to $340.08 – around the $5tn mark.</p> <a hre

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Apple becomes second $5tn company as investors flee AI stocks
BBC TechnologyGeneral Tech

Tech Life

What do we need to know about agentic AI?

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Tech Life
The Verge

AI leaders sign a statement asking the government to do something about automated AI

Employees of OpenAI and Anthropic, as well as Google, Meta, Thinking Machines, Microsoft, Mistral, and other leading AI labs, have written a statement to the US government supporting a potential slowdown of sorts for frontier AI development - or at least a speed-up of global coordinated governance efforts. "Al could help create a dramatically better […]

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AI leaders sign a statement asking the government to do something about automated AI
Hacker News Ask

Ask HN: Semi lucrative careers after tech?

31 tech UK. Have people transitioned into a different career successfully and found more fulfilment? Looking to leave tech as senior software at FAANG. AI world has made me realise I don’t care about any of it at all and it’s making me feel like I’m wasting my days away. Curious on career transitions at my age. Comments URL: https://news.ycombinator.com/item?id=49088879 Points: 13 # Comments: 6

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The Verge AIBusiness

AI’s finally expensive enough to make Wall Street nervous

It's earnings season, and investors got an unpleasant surprise from Google: an increase on its spending estimate, to as much as $205 billion - from the last quarter's projection of up to $190 billion. Even the lower end of Google's new projected range - $195 billion - is much more than the company had previously […]

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AI’s finally expensive enough to make Wall Street nervous
VentureBeat

Instacart's CTO says AI made the company stop worrying about tech debt

Instacart is posing the provocative question: What if most of the work your engineers do today should, in fact, be done by machines? At VB Transform 2026 , CTO Anirban Kundu argued that dev teams continue to waste their time on draining, repetitive, high-volume work; this should be absorbed by AI agents so that humans can focus on problems that require judgment, intent, and exception handling. In fact, in 97% of cases, Instacart’s builders don’t even read code anymore. “In the past, the tactical

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Instacart's CTO says AI made the company stop worrying about tech debt
Hacker News Ask

Ask HN: Sectors that are inherently resistant to AI-ification?

I anticipate a raft of answers along the lines of "AI + robots will automate everything eventually", but am more interested in areas where you think there is an inherent or structural bias against near-term AI or LLM-ification. More for my own intellectual curiosity than that I'm personally looking for business niches. For reference, I am seeing this in my own work (govauctions.app). AI can search and summarize the digital surfaces (ie government auction sites), but every large-ticket item (a ve

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The DecoderBusiness

Anthropic says its Mythos model found vulnerabilities in cryptographic algorithms that secure the internet

Anthropic's Claude Mythos Preview found weaknesses in key cryptographic algorithms, including a better attack on HAWK, a post-quantum signature scheme that human experts had reviewed for more than two years. The model found it in just 60 hours at an API cost of about $100,000. The findings don't affect systems in use today, but they show how AI could challenge core assumptions behind internet security, Anthropic says. The article Anthropic says its Mythos model found vulnerabilities in cryptogra

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Anthropic says its Mythos model found vulnerabilities in cryptographic algorithms that secure the internet
AWS Machine Learning Blog

How AgentCore Gateway supports the MCP 2026-07-28 spec

The Model Context Protocol (MCP) published its 2026-07-28 specification, the largest revision since launch: MCP is now stateless, with a governed extensions system and hardened authorization. Learn what changed and how to enable the new version on Amazon Bedrock AgentCore Gateway with a single UpdateGateway call.

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The Robot ReportRobotics

ENvue Medical develops robotic feeding tube placement system

ENvue Drive is designed to assist, not replace, the clinician, who retains full control of the procedure at all times. The post ENvue Medical develops robotic feeding tube placement system appeared first on The Robot Report .

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ENvue Medical develops robotic feeding tube placement system
The Hacker NewsSecurity

Claude AI Just Cracked a Post-Quantum Test Scheme and Found a Faster 7-Round AES Attack

Anthropic says Claude Mythos Preview helped derive an end-to-end key-recovery attack against HAWK-256 and a 200- to 800-fold speedup for an attack on seven-round AES-128. The HAWK attack exploits a previously unused symmetry in the lattice behind the signature scheme. Anthropic's released implementation gives an expected end-to-end runtime of about three hours and 42 minutes on a 96-core server

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Claude AI Just Cracked a Post-Quantum Test Scheme and Found a Faster 7-Round AES Attack
Hacker News Ask

Ask HN: I lost any interest in technology. What do I do?

Dear HN, For the past months, maybe a year, I have lost any interest in technology, software and hardware. When I was a teenager, I had very big passion to software engineering, and have seen technology as something good, a way to improve peoples lives. With the arrival of AI, everything changed. Don't get me wrong, I like that I can tell Claude what to do, while I can do something else, but I can't keep closing my eyes onto the fact that I'm basically pushing myself out of the job market. Sure,

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The Guardian AIBusiness

South Korean stock market at three-month low as AI sell-off intensifies

<p>Samsung and SK Hynix fall by more than 10% amid renewed fears over AI spending and Chinese competition</p><ul><li><p><a href="https://www.theguardian.com/business/live/2026/jul/28/ai-sell-off-chip-stocks-slump-market-south-korea-japan-economy-latest-news">Business live – latest updates</a></p></li></ul><p>The sell-off in AI stocks has intensified, driving South Korea’s stock market down to its lowest level in three months.</p><p>Investors continued to ditch chip stocks on Tuesday, amid rising

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South Korean stock market at three-month low as AI sell-off intensifies
VentureBeat

GM redesigned its engineering workflows around AI agents — and tripled its merged pull requests

Software engineers at General Motors' (GM's) autonomous driving division spend only 15% of their time writing code, according to Rashed Haq, GM's VP of autonomous vehicles, in a recent onstage interview at VB Transform 2026. GM is now using AI agents to accelerate much of the other 85%—including analyzing vehicle data, triaging problems, running experiments and testing potential fixes. The result, Haq said, is roughly three times as many merged pull requests across GM’s autonomous vehicle engine

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GM redesigned its engineering workflows around AI agents — and tripled its merged pull requests
AWS Machine Learning Blog

Market surveillance agent with LangGraph and Strands on AgentCore

Learn how to architect and deploy a production-ready multi-agent AI system using LangGraph for workflow orchestration and Strands for agent reasoning on Amazon Bedrock AgentCore. This post walks through a market surveillance example with state-driven orchestration, checkpoint-based recovery, and AgentCore memory and observability.

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VentureBeat

Runway couldn't fix a bug in its AI video model, so it turned the bug into a feature

Runway spent weeks trying to engineer its way out of a stubborn bug: AI-generated avatars would drift off-center during real-time video generation. The fix wasn't a back-end patch — it was a new front-end feature that just worked around the problem. That's the kind of lesson Ryan Phillips, head of enterprise product at Runway ML, walked through at VB Transform 2026 , arguing that even companies not building foundation models themselves can learn from how Runway builds, evaluates, and ships them.

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Runway couldn't fix a bug in its AI video model, so it turned the bug into a feature
The Guardian AIBusiness

Labour MP suing Elon Musk’s xAI says chatbot added own fake abusive content

<p>Jess Asato’s particulars of claim states Grok added explicit sexual material users had not asked for</p><p>A Labour MP <a href="https://www.theguardian.com/technology/2026/jun/03/labour-mp-sues-elon-musks-ai-company-over-fake-sexualised-images">who is taking legal action</a> against Elon Musk’s xAI company over fake sexualised images created by Grok says the AI tool was instructed to operate with “no restrictions on adult sexual content or offensive content”.</p><p>Jess Asato’s lawyers publis

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Labour MP suing Elon Musk’s xAI says chatbot added own fake abusive content
OpenAI BlogLLMs

Scientific computing in the age of agentic AI

A new field report shows how scientists use AI coding agents to modernize scientific computing, accelerating software development and discovery in genomics and beyond.

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