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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)

Article URL: https://tryevaluator.com Comments URL: https://news.ycombinator.com/item?id=48734393 Points: 3 # Comments: 1

Article URL: https://www.404media.co/scammers-sell-seeds-for-exotic-ai-generated-flowers-that-dont-exist/ Comments URL: https://news.ycombinator.com/item?id=48734389 Points: 3 # Comments: 1

Keepp, is not just a link in bio. It is a landing page for all the creators and small businesses. Along with socials and links, it supports cards with customizable actions to show case things you sell and recommend. With and AI agent it becomes much easier to manage. Let it edit it automatically when you run promos, you have updates and never worry about it being outdated. Comments URL: https://news.ycombinator.com/item?id=48734386 Points: 1 # Comments: 0

Hi everyone, I've successfully used Backend + SPA pattern in several AI products so far. Then I decided to put years of experience into this starter pack. Even then, it took me a few months to make it a complete product. It has anything a regular SAAS would require, plus AI-ready features such as token based metering and a fully functional AI copilot demo app. Let me know your feedback. Comments URL: https://news.ycombinator.com/item?id=48734375 Points: 1 # Comments: 0

Article URL: https://thereallo.dev/blog/claude-code-prompt-steganography Comments URL: https://news.ycombinator.com/item?id=48734373 Points: 90 # Comments: 3

Article URL: https://github.com/rastogivaibhav/llm-kosh Comments URL: https://news.ycombinator.com/item?id=48734278 Points: 1 # Comments: 0

The company may finally be ready to try to deliver on Elon Musk's years-long promise of launching a robotaxi network of its own.

This is Lowpass by Janko Roettgers, a newsletter on the ever-evolving intersection of tech and entertainment, syndicated just for The Verge subscribers once a week. "AI is the new frontier for us," says Marc DeBevoise, who took over as the new CEO of OverDrive last week. OverDrive is best known for the ebook lending app […]

Computer scientist Phillip Isola cuts through the hype to explain how AI agents work and what the future might hold for this rapidly advancing technology.

Hi HN, just want to rant and see if anybody can relate. The product is not the same as i signed up for few month ago and the same shift i've experienced with Claude Code on Opus 4.6-4.7 The best way to describe the difference is you hire a reliable 'intelligent' tech lead who 'gives a shit' and in some time you eventually get over-confident junior dev that acts as destructive token burner. No thinking during the process, not even really following instructions. It's pretty much a binary shift tha

<p>Manny Rutinel’s House campaign draws millions from big tech as pro- and anti-AI factions spar over regulation</p><p>Political groups funded by top tech executives have been homing in on one local race in Colorado, as the state’s Democratic primary vote gets under way on Tuesday. Democrat Manny Rutinel, who’s running in the competitive eighth congressional district for a seat in the House, has seen his campaign boosted with at least $2m in donations from committees led by the former Google CEO

Meituan trains a 1.6 trillion parameter AI model entirely on Chinese chips, no Nvidia required. The article Meituan's LongCat-2.0 shows China can train massive AI models without Nvidia appeared first on The Decoder .

Article URL: https://github.com/busabase/busabase Comments URL: https://news.ycombinator.com/item?id=48734021 Points: 1 # Comments: 0

Article URL: https://www.reuters.com/world/china/chinas-meituan-says-new-ai-model-trained-domestic-chips-2026-06-30/ Comments URL: https://news.ycombinator.com/item?id=48733893 Points: 3 # Comments: 0

Article URL: https://github.com/John-Codes/LLM-Tools Comments URL: https://news.ycombinator.com/item?id=48733864 Points: 1 # Comments: 0

Article URL: https://github.com/LoganYangBo/rh-trading-agent Comments URL: https://news.ycombinator.com/item?id=48733849 Points: 1 # Comments: 0

<p><strong>Release:</strong> <a href="https://github.com/simonw/shot-scraper/releases/tag/1.10">shot-scraper 1.10</a></p> <p>The big new feature is <code>shot-scraper video storyboard.yml</code>, described in detail in <a href="https://simonwillison.net/2026/Jun/30/shot-scraper-video/">Have your agent record video demos of its work with shot-scraper video</a>.</p> <p>Tags: <a href="https://simonwillison.net/tags/shot-scraper">shot-scraper</a></p>