Surging AI demands are driving the need for massive datasets and context windows that burst past the confines of system memory. But rising needs aren’t met by simply adding more storage capacity. What’s needed is useful, grounded insights from AI factories and efficient, secure storage architectures that enable those insights. At this week’s Future of […]
An online simulation and a novel method for increasing power The post How to Get More Statistical Power from Fewer Research Participants appeared first on Towards Data Science .
Autonomous vehicle (AV) development often relies on separate models for trajectory generation, high-level intent prediction, scene understanding, and data...
Article URL: https://github.com/veedstudio/open-edit Comments URL: https://news.ycombinator.com/item?id=49169818 Points: 2 # Comments: 1
This report examines R&D waste and how AI adoption has outpaced the intelligence needed to make consequential decisions well. What Attendees will Learn Where R&D budget is lost. More than a third of organizations spend 25 to 40 percent of their R&D budget on projects that never reach market. Why projects fail late. Almost half of teams estimate over one million dollars in wasted investment for each project killed during development or testing. Why AI adoption has not closed the gap. Most organiz
The EcoVacs Goat 01000 robot lawn mower is on sale at Amazon for $664, down from the normal price of $999.99. That's a 34% discount.
I built a personal LLM assistant on Cloudflare Workers + Durable Objects. You specify a category and topic when starting a new conversation, so the backend maintains a summary for each category/topic - building up as more conversations happen under the same one. There is no complicated RAG, embeddings, or agentic magic, but the category/topic summaries system just works, and I've genuinely found it super handy and have been using it daily for my life and work. I started it to get familiar with D
Broader bounty rules added to a swelling volume of machine-assisted vulnerability reports
Apple's trade secrets lawsuit against OpenAI and former employees has spilled into public view, and OpenAI is bringing receipts.
Hi HN, I'm Andrios, founder of hoop.dev (YC W21), we build runtime controls for agents. We just released Alcatraz. We built it because our product is written in Go and we do real time Data Masking, but we were using MS Presidio (Phyton) for PII detection and it made connections slow. There was a good discussion here a few months ago when OpenAI released their Privacy Filter: ( https://news.ycombinator.com/item?id=47870901 ). A lot of questions were built into our design. Structured identifiers (
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As of August 4, get 50% off the AIPER Scuba X1 pool robot at Amazon.
Celebrate National Chocolate Chip Cookie Day on Aug. 4 with free and discounted treats from DoubleTree by Hilton, Insomnia Cookies, Crumbl, Tate's Bake Shop, and more.
Hi HN, TL;DR: AI Code Security Cards give coding agents library- and version-specific guidance to generate safer code. AI coding agents can generate working code, but they often lack library- and version-specific security knowledge. We've developed AI Code Security Cards, an open-source security knowledge layer, to provide that missing context. The project is related to my PhD, in which I focused on the security of LLM-generated code. During my research, I studied how code generation models beha
This chapter is divided into eight parts; they are: • Metrics for LLM Inference • Measuring a Single Request • Warmup and Synchronization • Measuring GPU Work with CUDA Events • Measuring Memory Usage • Measuring Concurrent Requests • Multiple GPUs and Multiple Machines • Cost per Token The most common inference metrics are: • Latency: How long a request takes from start to finish.
<p>A new feature briefly allowed Google Earth users to overlay AI-generated images on locations of their choosing</p><ul><li><p>This was originally published in TechScape, a newsletter about how technology shapes our lives. <a href="https://www.theguardian.com/info/2022/sep/20/sign-up-for-the-techscape-newsletter-our-free-technology-email">Sign up to receive it here</a>. </p></li></ul><p>Hello, and welcome to TechScape. This week we’ll be discussing a regrettable decision by Google Earth, the dr
“We do not have, nor want, any of their trade secrets,” the ChatGPT maker says.
A credential-stealing npm worm that first appeared in keyv@6.0.0 spread beyond the Keyv and Cacheable namespaces into hundreds of packages across multiple organizations on August 4, 2026. SafeDep verified 353 poisoned versions across 79 package names in the npm registry. Its monitoring put the wider footprint at 442 versions across 353 names, while Aikido later reported at least 868 packages
Data Storytelling Series, Chapter 1 The post Are Home Teams Favoured by Referees in Football/Soccer? appeared first on Towards Data Science .
<!-- SC_OFF --><div class="md"><p>Six months ago I started experimenting with PPO and Breakout as a way to learn about Machine Learning and Reinforcement Learning. After a few experiuments just trying to get high scores, it bothered me that everything was a "memorized" script rather than reactive play, like a human would play. Thus began my journey to try and convince PPO to actually track the ball instead of focusing on scoring points. I read a lot of articles and tried a lot of things. After 1
Revenue is soaring, yet hyperscalers say they still cannot build capacity fast enough
Common comments that I receive every time I post a new article about Claude Design are “Oh, this tool generates a pretty average design”… Continue reading on UX Planet »
Members of the Open Secure AI Alliance — now more than 120 organizations strong — are developing new guidelines to strengthen agentic AI cybersecurity as the annual Black Hat conference begins in Las Vegas today. The Linux Foundation today shared a Request for Comments on Shared AI Findings Exchange (SAFE), a proposed set of guidelines […]
Agents can write code faster than teams can review, deploy, and maintain it. Today we’re introducing the Agent Development Lifecycle and the Cloudflare primitives that underpin it
Cloudflare Wallets will provide AI agents with native payments and verifiable identity on the web. Using the x402 protocol, agents can autonomously purchase APIs and content within clear safety guardrails.
Learn how to build customizable, sandboxed CI/CD pipelines natively on Cloudflare using Workflows, Artifacts, and the CI SDK. We walk through replacing complex YAML configurations with TypeScript workflow steps and self-healing AI agents.
We created the Cloudflare Codex, a governed body of engineering standards that AI agents consume across the development lifecycle. By pairing structured RFCs with agentic reviews, teams automatically enforce consistency across code, specs, and incident reports.
Cloudflare Agents brings all of your deployed agent sessions into a single experience, surfacing key information and insights into how your agents perform at scale.
wrangler dev now produces structured traces for every local request. Your coding agent can hit a single API to pinpoint exactly what failed and why — no deployment required.
By replacing manual issue verification with isolated AI subagents running in GitHub Actions, the Astro maintainers reduced open issue count by 85%. This post explores the architecture behind automated bug reproduction, patch verification, and preview releases.
On Tuesday, AI infrastructure company Runware announced the launch of its own modular data center called Sonic Inference Pod.
There's just something about 'Bouba' and 'Kiki'. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/July_AI_Recap_still.max-600x600.format-webp.webp">Here are Google’s latest AI updates from July 2026
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. Trump’s AI protectionism has come for robotics —James O’Donnell Humanoid robots usually elicit more cringe than awe: They stumble, kick children, and despite advances are still worse at using their hands than my toddler. It’s…
Is it actually an insane way (literally) to get value out of an LLM? Is it a total misunderstanding of the technology? Comments URL: https://news.ycombinator.com/item?id=49167519 Points: 2 # Comments: 0
From quantization to speculative decoding, here are seven engineering strategies to ship faster, more responsive generative AI applications in production.
In this article, you will learn how static, dynamic, and continuous batching work in LLM inference, and why the differences between them matter at production...
Building manager–specialist workflows with the OpenAI Agents SDK The post Using Agents as Tools appeared first on Towards Data Science .
