AI News Today

<p><strong><a href="https://bambamramfan.github.io/ai-compass/">The AI Compass</a></strong></p> This political compass style quiz <a href="https://bambamramfan.tumblr.com/post/820505178072580096/the-ai-compass">by bambamramfan</a> is pretty neat - answer 29 questions about AI and AI ethics to see which of the 30 archetypes you best fit.</p> <p>I'm impressed that my answers on my first time through the quiz categorized me as "The Garage Tinkerer", patron saint myself!</p> <p><img src="https://sta

We just open-sourced the internal system we built at Assembled for running coding agents as a team. Coding agents worked well for individual engineers, but the surrounding workflow was a bit of a mess. We generally found that many engineers had different MCP connections and context for their agents, personal automations running that other people couldn’t access, and very little introspection for what a human’s input into the coding agent looked like. So we built an internal system that converted

<p> AI notebook platform for modern data science </p> <p> <a href="https://www.producthunt.com/products/clusy?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/1184840?app_id=339">Link</a> </p>

GPU-accelerated query engines are often constrained by memory and I/O bandwidth. NVIDIA hardware advances—including high bandwidth memory (HBM), NVIDIA...

Article URL: https://www.typeui.sh/docs/guides/hermes Comments URL: https://news.ycombinator.com/item?id=48736203 Points: 1 # Comments: 0

Memory shortages due to the AI boom have brought about RAMageddon as prices are expected to soon rise even further.

Article URL: https://0xff.nu/hex/ Comments URL: https://news.ycombinator.com/item?id=48736055 Points: 3 # Comments: 0

Hey, I am working on building agent-qa https://github.com/vostride/agent-qa which is a self-improving QA agent for software teams. Processed over 500M+ tokens and thousands of test runs, would love to understand your thoughts on this and how you are approaching testing today. Comments URL: https://news.ycombinator.com/item?id=48736050 Points: 1 # Comments: 1

A peek into where software engineering is headed from inside the sector’s leading AI labs. Agents running in the cloud are a major trend, while coding harnesses are spreading beyond the craft

As a developer building projects with AI coding agents, I need to have the system running day and night. Do you think buying mac studio is worth it? Comments URL: https://news.ycombinator.com/item?id=48735969 Points: 3 # Comments: 3

A new teaser trailer confirmed that Wonka's The Golden Ticket will premiere on Netflix on September 23rd, following its Squid Game reality show in the trend of creating real competitions based on fictional torture scenarios. While the sets seen in the trailer are real and not some Glasgow-style AI fakes, the voiceover is AI-generated. Deadline […]

Google adds two new generative AI models. Nano Banana 2 Lite generates images in four seconds at $0.034 a pop. Gemini Omni Flash brings video generation and editing via text prompts to the API for the first time. Google recommends chaining both models to go from a quick image to an animated video. The article Google launches Nano Banana 2 Lite for fast AI images and Gemini Omni Flash for video via API appeared first on The Decoder .

I tried to make it look and feel similar to NotebookLM but inside ChatGPT Comments URL: https://news.ycombinator.com/item?id=48735911 Points: 1 # Comments: 0

CNET tests the Beatbot Sora 70 robot pool cleaner to see how well it cleans, how easy it is to use, and whether it's worth the investment.

Article URL: https://www.clusy.io/ Comments URL: https://news.ycombinator.com/item?id=48735795 Points: 4 # Comments: 0

Article URL: https://claude.com/product/claude-science Comments URL: https://news.ycombinator.com/item?id=48735770 Points: 551 # Comments: 167

<!-- SC_OFF --><div class="md"><p>Was reading some research papers put out by Anthropic (and some other organizations/researchers) and one thing I've noticed is that these research papers consistently all share the same quality:</p> <ul> <li>Oftentimes over 100 pages of pure words, interspersed with screenshots of very dense/hard to read prompts and replies. Extremely-dry writing style.</li> <li>Oftentimes almost zero math or even math symbol to be seen.</li> <li>Uses some proprietary model with

Life sciences has entered an era of computational scale, and for more than a decade, NVIDIA has built the full GPU-accelerated computing stack — spanning hardware, frameworks, libraries, models, microservices and domain-specific tools — to help researchers run more sophisticated workflows and iterate faster. This week, Anthropic announced Claude Science, an AI workbench for science […]

Anthropic's Claude Science is a workbench that gives scientists one environment to do computational research, saving them from the need to bounce between databases, pipelines, and tools.

A year in, National Design Studio delays plan to update government web standards.

<p><a href="https://shot-scraper.datasette.io/en/stable/video.html">shot-scraper video</a> is a new command introduced in today's <a href="https://github.com/simonw/shot-scraper/releases/tag/1.10">shot-scraper 1.10</a> release which accepts a <code>storyboard.yml</code> file defining a routine to run against a web application and uses Playwright to record a video of that routine. I've written before about the importance of <a href="https://simonwillison.net/2026/Feb/10/showboat-and-rodney/#provi

AI agents often fail because their instructions, or skills, are manually modified with no guarantee of improvement. Learn how SkillOpt turns skill editing into a training process, making agent behavior more reliable without changing model weights. The post SkillOpt: Agent skills as trainable parameters appeared first on Microsoft Research .

He's 13 years old. He wanted to track his own ant colonies — growth, feeding, humidity, and other metrics. He built the whole app himself with some help from AI tools; I just helped him deploy it to a server. Would love to hear your feedback! Comments URL: https://news.ycombinator.com/item?id=48735446 Points: 40 # Comments: 30

Article URL: https://deepmind.google/models/gemini-image/flash-lite/ Comments URL: https://news.ycombinator.com/item?id=48735444 Points: 353 # Comments: 143

Article URL: https://solid.tech Comments URL: https://news.ycombinator.com/item?id=48735422 Points: 1 # Comments: 0

This post walks through how AG-UI integrates into the Fullstack AgentCore Solution Template (FAST) to build interactive agent frontends on Amazon Bedrock AgentCore. We then show how CopilotKit extends this with generative UI, shared state, and human-in-the-loop interactions, all deployed on Amazon Bedrock AgentCore.

In this post, you will learn five practical patterns for building resilient generative AI applications on AWS, progressing from native Amazon Bedrock features to multi-model orchestration using an LLM gateway. These patterns address real-world challenges such as quota exhaustion during unexpected traffic surges, maximizing availability through geographic distribution of inference, and helping prevent noisy neighbor problems in multi-tenant environments.

In this post, we explore how Outpost VFX achieved 8x faster training speeds using AWS infrastructure to transform their face replacement workflow, the technical architecture they implemented to overcome single-GPU limitations, and the measurable results achieved through AWS multi-GPU training.

Enterprise Document Intelligence [Vol.1 #7bis] - Tobi Lütke and Andrej Karpathy named the practice in 2025. For a single document, each brick emits typed pieces that converge on one LLM call. Corpus, conversation, and tool extensions are follow-up work The post Context Engineering for RAG : The Four Typed Inputs Behind Every RAG Answer appeared first on Towards Data Science .

In this post, you'll learn how fine-tuning Amazon Nova models using Amazon SageMaker AI addresses these specific issues by teaching the models to recognize your exact data patterns, distinguish between similar fields, and process information more efficiently—achieving up to 94.77% extraction accuracy while reducing costs 50%.

Article URL: https://github.com/sajjaddoda72-design/UATC Comments URL: https://news.ycombinator.com/item?id=48734992 Points: 2 # Comments: 0

For most enterprises, a 90-second training video or a product explainer has never been an easy ask. It means a well planned brief, an internal film crew or an outside vendor, a shoot, an edit, and a round of revisions. Change one line of on-screen text due to a legal review and the whole chain runs again. The cost and the long time lines are why so much internal video never gets made. That equation is what Google is aiming to rewrite with Gemini Omni Flash , the first model in its new "Omni" fam

Google is upgrading its AI image generation capabilities today with the debut of Nano Banana 2 (NB2) Lite , an optimized model built for rapid execution and tight infrastructure budgets. Technically designated as Gemini 3.1 Flash-Lite Image on Google's application programming interface (API), NB2 Lite is positioned as the fastest and most cost-effective option within Google's creative model family, capable of generating images in 4 seconds at a flat rate of $0.034 per 1,000 images. It's availabl

DB wrangling tech needs to meet demands of AI agents, Cockroach Labs CEO Spencer Kimball tells El Reg

To this day, we have yet to see a quantum computer conclusively perform a single useful task. Existing machines are simply too small and error-ridden to solve commercially relevant problems. That hasn't stopped Donald Trump's science adviser from promising a "quantum computer powerful enough for scientific discovery by 2028" and Trump from issuing a new […]

NVIDIA Omniverse NuRec is a neural reconstruction pipeline for building high-fidelity 3D representations of real-world environments from multisensor data such...

Nvidia is resurrecting at least one older GPU in the face of the global memory shortage.

Not sure if you'd consider HN, Reddit, and YouTube to be social media but I'd say, I use them the most. There's something very peaceful about HN due to it being text only. YouTube has been annoying me a lot recently though as my feed is constantly filled with AI slop, random shorts and channels which I have no interest in, and too many creators now using AI generated thumbnails which all look bad. I don't use IG, TikTok, Snap, Pinterest etc. But I know my female friends love Pinterest. How about

Threat actors are continuing to exploit a critical Langflow vulnerability as part of fresh attacks designed to deliver a Monero cryptocurrency miner. The activity has been found to weaponize CVE-2026-33017 (CVSS score: 9.3), an unauthenticated remote code execution (RCE) vulnerability in Langflow, indicating threat actors are scanning and targeting exposed artificial intelligence (AI)