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Hacker News FrontTools

Show HN: High-Res Neural Cellular Automata

Neural CAs model self-organizing pattern formation. Now they can generate patterns at HD resolution in real-time, enabled by turning each CA cell into a Neural Field. Try 3 demos: grow a pattern from a seed (and damage it, it heals), synthesize PBR textures that can regenerate, or create 3D textures like clouds. Comments URL: https://news.ycombinator.com/item?id=48567877 Points: 40 # Comments: 0

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Product HuntTools

Adapt

<p> The AI company brain that does work for you </p> <p> <a href="https://www.producthunt.com/products/adapt-3?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/1174117?app_id=339">Link</a> </p>

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Hacker News FrontTools

GLM-5.2 is the new leading open weights model on Artificial Analysis

Article URL: https://artificialanalysis.ai/articles/glm-5-2-is-the-new-leading-open-weights-model-on-the-artificial-analysis-intelligence-index Comments URL: https://news.ycombinator.com/item?id=48567759 Points: 96 # Comments: 26

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Hacker News AILLMs

Distributed AI on AWS

Article URL: https://www.day1training.com/ Comments URL: https://news.ycombinator.com/item?id=48567755 Points: 2 # Comments: 0

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Dev.to

Agent contexts - A tool to feed you coding agents

<p>In the AI era, something funny is happening: side projects that have been collecting dust in <code>~/code/wishful-thinking/</code> are getting dusted off. Suddenly that "someday I'll write this" repo on GitHub has a real README, a working CI, and three open issues you actually want to close.</p> <p>Why? Because the AI doesn't complain. Doesn't get bored. Doesn't ask "but why do we need this when we have X?" at 11pm when all you want is to feel better with yourself, when your children are on t

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Dev.to

Magento 2 Cart Price Rules Performance: Optimize Complex Promotions at Scale

<p>Cart price rules are one of Magento's most powerful marketing features — and one of the fastest ways to tank your store's performance if you're not careful.</p> <p>When you have hundreds of active rules, millions of coupon codes, or complex conditions spanning multiple product attributes, every cart update can trigger an expensive rule validation cycle that turns a smooth checkout into a sluggish mess.</p> <p>In this guide, I'll walk you through why cart price rules slow things down, how to m

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Dev.to

AI Bots Are Reading Your Site. Here's How to Make Them Sell You.

<p>I was going through my server logs last month when I noticed something I'd been scrolling past for weeks. Buried in the bot traffic were names I vaguely recognised: <code>GPTBot</code>. <code>ClaudeBot</code>. <code>meta-externalagent</code>. <code>PerplexityBot</code>. Multiple visits daily, methodically working through different pages of my technical blog.</p> <p>The reflex most developers have at this point including me, initially is to block them. There's an entire category of articles re

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Dev.to

Claude vs ChatGPT for Code Review: Which Is Better?

<p>If you've Googled this, you've probably already used both and still aren't sure which one to trust with your actual codebase. Here's my concrete answer after running both through real code review workflows: <strong>they're good at different things, and picking the wrong one for the job costs you time.</strong> Here's exactly how to choose.</p> <h2> The Core Difference That Matters for Code Review </h2> <p>ChatGPT (GPT-4o) is faster and more conversational. It's excellent at quick back-and-for

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Dev.to

When Your AI Agent Goes Silent: The Failure Patterns Most Developers Miss

<p>I shipped an AI agent last year that looked perfect in every demo. Then it hit production traffic and started failing silently, no errors, no crashes, just empty responses and confused users.</p> <p>The worst part? It took me three days to find out why.</p> <p>Here's what I learned about building agents that don't fail quietly, and the exact patterns I now use to catch failures before they reach users.</p> <h2> Why Agents Fail in Ways Normal Apps Don't </h2> <p>Most developers know how to han

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Dev.to

Two Mistakes Hiding Behind One Good-Looking Number

<p>I'm starting an Electronics and Communication Engineering degree this year, and a few weeks before classes began I decided to build something real instead of waiting for a syllabus to tell me what to learn: a model that detects abnormal heartbeats from raw ECG signal, small enough to run on a microcontroller, not a cloud GPU.</p> <p>The first version of this project hit 98% accuracy. That number was almost meaningless, and it took me two separate rounds of being wrong to find out why.</p> <p>

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Hacker News AILLMs

Multiple JetBrains IDE plugins caught stealing AI keys

Article URL: https://www.aikido.dev/blog/multiple-jetbrains-ide-plugins-caught-stealing-ai-keys Comments URL: https://news.ycombinator.com/item?id=48567638 Points: 4 # Comments: 0

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Hacker News Ask

Dev Team's Support Email Problem Is a Coordination Problem

https://blog.seaticket.ai/your-dev-teams-support-email-problem-is-a-coordination-problem-c15d72997c6a Comments URL: https://news.ycombinator.com/item?id=48567611 Points: 1 # Comments: 0

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r/MachineLearningResearch

Next-Latent Prediction Transformers [R]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1u84mio/nextlatent_prediction_transformers_r/"> <img src="https://preview.redd.it/efm7zazr2t7h1.png?width=140&height=90&auto=webp&s=c1b7070ca3de62bdc276d7a185c72f6737e6f92e" alt="Next-Latent Prediction Transformers [R]" title="Next-Latent Prediction Transformers [R]" /> </a> </td><td> <!-- SC_OFF --><div class="md"><p><a href="https://preview.redd.it/efm7zazr2t7h1.png?width=2950&format=png&auto=webp&s=444dc71b22bca0c499f

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Next-Latent Prediction Transformers [R]
OpenClaw Commits

Expose verified ClawHub source in skill verify output (#93532)

<pre style='white-space:pre-wrap;width:81ex'>Expose verified ClawHub source in skill verify output (#93532) * fix(skills): expose verified ClawHub source in verify output * fix(ci): repair verify check regressions * fix(ci): refresh prompt snapshots * fix(skills): require pinned ClawHub verify commits</pre>

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Hacker News Show

Show HN: CLI Integrated Latex Editor

Open Prism is a local-first LaTeX editor that lets your authenticated Claude CLI write, fix, compile, preview, and export PDFs without putting API keys in the app. Comments URL: https://news.ycombinator.com/item?id=48567469 Points: 1 # Comments: 1

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Hacker News AILLMs

Firefox suggests tab groups with local AI (2025)

Article URL: https://blog.mozilla.org/en/firefox/ai-tab-groups/ Comments URL: https://news.ycombinator.com/item?id=48567405 Points: 2 # Comments: 0

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Hacker News AILLMs

AI holds the key to faster battery tech development

Article URL: https://www.ft.com/content/2dbdf635-7bbc-430d-96ef-ea893e754b6e Comments URL: https://news.ycombinator.com/item?id=48567400 Points: 1 # Comments: 0

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Hacker News AILLMs

Claude Code Skills Turn It into an AI Engineering Team

Article URL: https://nextweekai.com/blog/claude-code-27-skills-ai-engineering-team/ Comments URL: https://news.ycombinator.com/item?id=48567320 Points: 2 # Comments: 0

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The Hacker NewsSecurity

144 Mastra npm Packages Compromised via Hijacked Contributor Account

As many as 144 npm packages associated with the Mastra namespace ("@mastra/*"), a popular open-source JavaScript and TypeScript framework for building artificial intelligence (AI) applications, have been compromised as part of a software supply chain attack codenamed easy-day-js, per findings from JFrog, SafeDep, Socket, and StepSecurity. "A single npm account (ehindero) mass-published more

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144 Mastra npm Packages Compromised via Hijacked Contributor Account
Hacker News FrontTools

GLM 5.2 Performance Benchmarks

Article URL: https://artificialanalysis.ai/models/glm-5-2 Comments URL: https://news.ycombinator.com/item?id=48567004 Points: 8 # Comments: 0

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Product HuntTools

Wolfram Language 15

<p> Computational language built for humans and AI agents </p> <p> <a href="https://www.producthunt.com/products/wolfram-mathematica?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/1173951?app_id=339">Link</a> </p>

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MarkTechPostResearch

OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls

OpenAI introduced Deployment Simulation on June 16, 2026. The method replays past conversations through a new candidate model before release. It then grades the completions to estimate deployment-time rates of undesired behavior. We break down how the pipeline works, the reported 1.5x median multiplicative error, and its limits. The post OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls appeared first on MarkTechPost .

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OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls
r/MachineLearningResearch

Mel AI just shared a demo of video-native AI characters that can talk, react, and respond to camera context in real time [N]

<!-- SC_OFF --><div class="md"><p>Character AI, founded by former Google/LaMDA developers Noam Shazeer and Daniel De Freitas, proved that text-based character chat can work as a real entertainment category.</p> <p>But the next chapter might not be better text chat. It might be real-time video interaction.</p> <p>Mel AI recently shared a demo of AI character video chat, and the interesting part is the interaction stack: voice, lip sync, facial reactions, and camera-aware responses instead of just

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WiredBusiness

iRobot Promo Code: 15% Off

Save on iRobot products, including robot vacuums and mops designed to handle pet hair, daily messes, and hands-free cleaning with smart home integration.

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iRobot Promo Code: 15% Off