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Article URL: https://music0.org/ Comments URL: https://news.ycombinator.com/item?id=48719344 Points: 1 # Comments: 0

Article URL: https://wandb.ai/wandb/aria/reports/Introducing-CoreWeave-ARIA-AI-Research-and-Iteration-Agent--VmlldzoxNzM1MzA4Mg Comments URL: https://news.ycombinator.com/item?id=48719329 Points: 1 # Comments: 0

<p>Handling checkout deadlocks during peak traffic is a critical challenge for enterprise Magento merchants. In this post, I’ll share how we tackled Magento checkout deadlocks for a major retailer facing severe infrastructure bottlenecks during traffic surges. This is a deep dive into the technical implementation, performance optimization, and infrastructure scaling strategies that helped us improve checkout speed, reduce latency, and maintain conversion rates under pressure.</p> <h2> The Proble

Hi HN, I am the creator of Exfault. I am building autonomous AI agents that find vulnerabilities in Android apps. I have noticed there are growing number of AI native pentesting tools for web apps but very few for mobile or Android. With more mobile apps being shipped quickly due to vibe coding, I wanted to build an AI native security tool specifically for Android apps. Exfault combines static and dynamic analysis with AI agents using tools like adb,jadx, apktool for static analysis and reverse

I recently started a weekend project—partly because I was thinking about cancelling my AI subscriptions—with the goal of creating a system capable of handling long contexts, maintaining persistent memory, and engaging in deep reasoning. To achieve this, I decided to modify a model by structuring its data handling across six axes (details are available on GitHub). In short, by adopting this structure and eliminating unnecessary complexity, the model exchanges information via vectors rather than t

You don't need Mythos or GPT-5.5-Cyber to find a vuln to exploit when the world's password habits are so sloppy

Article URL: https://www.economist.com/business/2026/06/25/teaching-ai-how-people-work-is-fraught-with-problems Comments URL: https://news.ycombinator.com/item?id=48719153 Points: 3 # Comments: 1

Article URL: https://github.com/conchaestradamiguelangel-droid/zuse-automat-agent Comments URL: https://news.ycombinator.com/item?id=48719134 Points: 2 # Comments: 0

<p>Recently I came across a discussion about AI crawlers and <code>robots.txt</code> files. The conversation centered on a simple question:</p> <p><em>Should website owners allow AI systems to access their content?</em></p> <p>One proposed configuration looked something like this:<br> </p> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code>User-agent: ClaudeBot Allow: / User-agent: GPTBot Disallow: / User-agent: ChatGPT-User Disallow: / User-agent: PerplexityBot Dis

The tools I use for analytics and reporting have changed more than I expected, yet my questions for any analytics project haven't moved much. The post I Completed Five Years in Analytics Consulting: 5 Lessons That Changed How I Work appeared first on Towards Data Science .

Claude Code has a pretty complex structure of settings with more than 200+ variables. Without clear guidance, it can be hard to figure out… Continue reading on UX Planet »

Hey HN, Everyone is trying to bundle everything into a single agent, I wanted to try different approach and create long running agents that build themselves around a purpose they are trying to fulfill. For example if you task new Wolli agent to be your calorie counter it will set up a logging file and communication channel(telegram, WhatsApp) to talk to you. It comes with several built in integrations and is infinitely customizable. I even created agent that joined my Minecraft server and acted

Article URL: https://digg.com/tech/p61o19yh Comments URL: https://news.ycombinator.com/item?id=48718988 Points: 1 # Comments: 0

We recently published our research on the learning loop behind the Dropstone agent. Instead of throwing more compute at a problem or trying to dynamically update weights, we tested what happens when you give a frozen open-weight model persistent memory of its own mistakes. We found that by keeping three stores the Experience, Lessons, and Knowledge the agent successfully builds up scar tissue. In a held-out study, it was able to independently rediscover hidden mathematical laws and coding rules

Pocket sells a $129 credit card-shaped puck, which sticks to the back of your phone, and promises unlimited recordings, transcriptions, and to-do items.

Article URL: https://fergusfinn.com/blog/what-happens-when-you-run-a-gpu-kernel/ Comments URL: https://news.ycombinator.com/item?id=48718863 Points: 62 # Comments: 4

Comments

What eras bookend our interregnum?

Today, you probably asked a question of a large language model, or accepted a connection suggestion on LinkedIn, or watched a recommended video on YouTube, or took a different route to work based on a traffic prediction from Google Maps. In other words, you probably used artificial intelligence. But what you might not know is how much energy that interaction consumed or why. AI requires processing massive amounts of data, which is usually done in large data centers populated by thousands of GPUs

Omen AI raised a $31 million Series A to monitor chip coolant and stop bacterial outbreaks in data centers.

Scientists don’t know why. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Article URL: https://github.com/ynnk-research/A-Lorentzian-CSS-Duality-in-Causal-Diamond-Quantum-Error-Correcting-Codes Comments URL: https://news.ycombinator.com/item?id=48718435 Points: 2 # Comments: 0

AI is reshaping tech hiring, and smaller companies may offer some of the best opportunities today.

The probe into a missile strike on an Iranian school exposes serious gaps in the US military's targeting infrastructure. AI is supposed to close them. The article The US military used AI to pick thousands of targets but missed a note saying one was a school appeared first on The Decoder .

HP has scaled its OpenAI Frontier integration across global operations to optimise enterprise workflows and accelerate output. The hardware manufacturer initiated testing of the platform in February 2026. Early pilot programs yielded verified operational gains in software engineering and cybersecurity remediation. Expanding these initial trials into an enterprise-wide operating model requires connecting access protocols, contextual […] The post HP accelerates enterprise workflows with OpenAI Fro

I use AI everyday(Claude Code, ChatGPT, and so on..), and I'm used to getting answer immediately from AI. I read the novel for the first time in several months, But I couldn't concentrate. I felt a strong urge to skip ahead and know the ending right away. AI can summarize books for free. It seems efficient at first glance. but I'm concerned that AI has robbed my joy of reading books. If you compare that getting a quick book summary from AI for free with investing the time and money to actually r

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. The inevitable weakness of metrics There are plenty of useful things a metric can reveal. There are even more that it can obscure or corrupt. Like a lot of people bitten…

<p>Modern AI systems are, in effect, a universal adviser to help people do harmful things. We’ll need to harness AI for defense, too</p><p>Earlier this week, national security agencies from the Five Eyes – that’s the rich, English-language-speaking countries club – jointly released a <a href="https://www.nsa.gov/Press-Room/News-Highlights/Article/Article/4523810/five-eyes-cyber-security-agencies-statement/">statement</a> warning of the increasing cyber risks of AI models: in particular, their ab

So what does it mean? ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

This is an opinion-based look at the AI coding subscription plans that I think give developers the best value for their money, from token and usage-based plans to full coding-agent ecosystems.

MCP provides a standard way for AI applications and external systems to communicate.

<!-- SC_OFF --><div class="md"><p>I’m pretty annoyed. We’re a small AI startup building a real-time coding agent. Our p95 latency requirements are tight (and self imposed, but thats the product). We need sustained high-throughput inference with ~1-2k tokens/second. Been on the Cerebras waitlist for months trying to get API access. We’re not doing training so don’t need a warehouse of H100s. We need fast, high-throughput ASIC inference for a specific production workload. Cerebras’ just went publi

The rise of small language models The post How to Choose Between Small and Frontier Models appeared first on Towards Data Science .

The car-maker found AI quality checks failed to match the skill of veteran technicians.

I was tired of asking my claude code to reference my codex chats to get references to what decisions it made and why ; so I built Reference MCP It, whenever prompted establishes sessions to get direct access - been using it on my system for a bit and was super helpful so I made a repo :) Would love feedback! Comments URL: https://news.ycombinator.com/item?id=48718055 Points: 3 # Comments: 0

Article URL: https://aicompiler.dev Comments URL: https://news.ycombinator.com/item?id=48718031 Points: 2 # Comments: 0

Today’s encrypted data, such as credentials, may no longer remain confidential in the future because the public-key cryptography protecting it will soon be broken by quantum computers. Although no machine today can break elliptic curve cryptography or RSA, quantum hardware is advancing rapidly and will inevitably change how organizations protect their data. Ciphertext and credentials captured by

<pre style='white-space:pre-wrap;width:81ex'>fix #95519: [Bug]: Fallback should trigger on provider upstream_error / LLM request failed (#95542) * fix(agents): fallback on upstream provider errors * refactor(agents): clarify provider fallback classification --------- Co-authored-by: Altay <altay@hey.com></pre>