AI News Today

<p> The video AI agent that understands your whole library </p> <p> <a href="https://www.producthunt.com/products/twelvelabs?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/1195651?app_id=339">Link</a> </p>

<p> Hybrid academic search over 236M papers, built for agents </p> <p> <a href="https://www.producthunt.com/products/cito?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/1195588?app_id=339">Link</a> </p>

<p> Websites that improve and heal with self-learning </p> <p> <a href="https://www.producthunt.com/products/robynn-ai-self-improving-websites?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/1195442?app_id=339">Link</a> </p>

Article URL: https://github.com/clawkwork/clawk Comments URL: https://news.ycombinator.com/item?id=48892859 Points: 73 # Comments: 74

<p> Your AI agent for autonomous web app testing </p> <p> <a href="https://www.producthunt.com/products/manta-ai?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/1195155?app_id=339">Link</a> </p>

<p> Create AI ads that convert, not just look good </p> <p> <a href="https://www.producthunt.com/products/loova-agents?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/1195137?app_id=339">Link</a> </p>

Article URL: https://raymyers.org/post/zed-creator-calls-spade-a-spade/ Comments URL: https://news.ycombinator.com/item?id=48889637 Points: 182 # Comments: 106

<p> The AI-native Operating System for founders. </p> <p> <a href="https://www.producthunt.com/products/nautis?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/1194885?app_id=339">Link</a> </p>

This started based off of a hunch. We usually use OpenCode, but were 'forced' to use Claude Code for a while due to issues with Meridian. In that time, we saw the usage meter rise much, much more quickly than when using OpenCode. This was the initial anecdotal evidence, but we undertook this small study to collect empirical data: We added logging between the agentic coding tool (Claude Code and OpenCode) and Anthropic's endpoint, and captured all requests (and the returned usage blocks). With on

Article URL: https://cacm.acm.org/news/can-we-understand-how-large-language-models-reason/ Comments URL: https://news.ycombinator.com/item?id=48883090 Points: 17 # Comments: 6

Article URL: https://www.motivenotes.ai/p/against-usefulness Comments URL: https://news.ycombinator.com/item?id=48882956 Points: 30 # Comments: 5

A few years ago I made a pen plotter attachment for Prusa MK4 ( https://www.printables.com/model/827264-pen-plotter-attachme... ) and at the time I didn't have a good way to turn artwork into G-code for it, and I put the project on ice for a while. I recently wanted to dabble in line art again and made a small browser app to make it easier. As agentic AI tools of 2026 are quite addictive, it rather quickly grew into something quite a bit more - an integrated browser CAD/CAM for pen plotters that

Article URL: https://mrzk.io/posts/qmlx-maximising-ai-psychosis-minmaxing-mac-studio/ Comments URL: https://news.ycombinator.com/item?id=48876619 Points: 19 # Comments: 7

Article URL: https://blog.yaelwrites.com/stop-telling-me-to-ask-an-llm/ Comments URL: https://news.ycombinator.com/item?id=48876441 Points: 105 # Comments: 57

Article URL: https://io-fund.com/ai-stocks/nvidia-coreweave-nebius-circular-financing-gpu-boom Comments URL: https://news.ycombinator.com/item?id=48873836 Points: 130 # Comments: 46

Article URL: https://arxiv.org/abs/2607.08147 Comments URL: https://news.ycombinator.com/item?id=48865238 Points: 9 # Comments: 0

https://www.macrumors.com/2026/07/10/apple-sues-openai/ Comments URL: https://news.ycombinator.com/item?id=48865019 Points: 120 # Comments: 58

Article URL: https://nebusec.ai/research/ionstack-part-2/ Comments URL: https://news.ycombinator.com/item?id=48864969 Points: 12 # Comments: 3

ive been seeing a recurring claim that open (weight) models 6 months behind the frontier are good enough for the majority of ‘work’. if you've had a concrete task in the last month where GLM/DeepSeek/Kimi/Qwen failed and Opus/Fable/GPT succeeded (or vice versa!), please share Ill provide a template as ive also frequently seen posters complain about a lack of context: - task (short and specific) - cheap model tried & how it failed - frontier model & did it actually succeed - would frontier-1 have

<p> Approve AI requests from your lock screen </p> <p> <a href="https://www.producthunt.com/products/pushary?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/1193118?app_id=339">Link</a> </p>

<p> Computer vision counts your reps in real time </p> <p> <a href="https://www.producthunt.com/products/repstandard?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/1192582?app_id=339">Link</a> </p>

Speedcube is an open-source platform for speedcubers featuring a Rubik's Cube solver, competition timer, algorithm library, and AI-assisted cube recognition directly in the browser. Built with React, TypeScript, Rust, and Python, the project aims to become an all-in-one platform for cubers—from beginners to competitive solvers. http://github.com/williamisnotdefined/rubiks-cube-solver/ Comments URL: https://news.ycombinator.com/item?id=48852403 Points: 7 # Comments: 0

<p> The agent-native way to ship software </p> <p> <a href="https://www.producthunt.com/products/notion?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/1192317?app_id=339">Link</a> </p>

I run a small AI lab and playground and got super excited about Anthropics paper "Verbalizable Representations Form a Global Workspace in Language Models" ( https://transformer-circuits.pub/2026/workspace/index.html ) It talks about how they use a tool they call a Jacobian Lens to view inside the middle layers of LLM while it's working before it commits to a word (token). I wanted to see if I could get a version of this running on the open models and to my surprise it worked! I ran some experime

<p> Partner for your most ambitious work </p> <p> <a href="https://www.producthunt.com/products/chatgpt-work?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/1192273?app_id=339">Link</a> </p>

Article URL: https://openai.com/index/gpt-5-6/ Comments URL: https://news.ycombinator.com/item?id=48849066 Points: 139 # Comments: 74

Article URL: https://openai.com/index/chatgpt-for-your-most-ambitious-work/ Comments URL: https://news.ycombinator.com/item?id=48849059 Points: 14 # Comments: 1

Hey HN! We built a browser-based agent that runs inside an authenticated web app, watches how the app calls its own APIs, and automatically turns those into agent tools. You can think of it as an auto-generated MCP server that self-updates as the host app changes. The result is a skilled AI assistant that actually integrates deeply with any product (not just chat and RAG) with minimal effort. Check out these short demos below that show the agent in software you're probably familiar with: - Jira:

Hi Hacker News, I’m Yahia. I built Context.dev ( https://www.context.dev/ ) to make it really easy to integrate web data into your products and agents. Here’s a demo video: https://www.tella.tv/video/build-faster-with-context-dev-api... Since it’s an API, here are the docs: https://docs.context.dev/quickstart . You can send us a URL and get back clean Markdown, rendered HTML, screenshots, extracted images, etc.. You can also send us a domain and get company or brand context: name, description, l

<p> Multimodal reasoning model built for agentic tasks </p> <p> <a href="https://www.producthunt.com/products/muse-spark-1-1-by-meta?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/1192175?app_id=339">Link</a> </p>

https://ai.meta.com/static-resource/muse-spark-1-1-evaluatio... [pdf] https://developer.meta.com/ai/resources/blog/build-with-muse... https://www.bloomberg.com/news/articles/2026-07-09/meta-star... , https://archive.is/3ccKa Comments URL: https://news.ycombinator.com/item?id=48846184 Points: 178 # Comments: 116

<p> Publish content from Claude to your website and socials </p> <p> <a href="https://www.producthunt.com/products/storychief-io?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/1191975?app_id=339">Link</a> </p>

<p> Dictate, rewrite, translate, and an agent in a single device </p> <p> <a href="https://www.producthunt.com/products/mispher-agentic-transcription-for-mac?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/1191918?app_id=339">Link</a> </p>

<p> Your AI video editor - in ChatGPT, desktop, and web </p> <p> <a href="https://www.producthunt.com/products/chatcut-ai-video-editor?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/1191785?app_id=339">Link</a> </p>

<p> Full-duplex voice for ChatGPT </p> <p> <a href="https://www.producthunt.com/products/openai?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/1191675?app_id=339">Link</a> </p>

Article URL: https://www.alecscollon.com/blog/llm-burnout/ Comments URL: https://news.ycombinator.com/item?id=48839984 Points: 57 # Comments: 34

Article URL: https://openai.com/index/separating-signal-from-noise-coding-evaluations/ Comments URL: https://news.ycombinator.com/item?id=48837396 Points: 202 # Comments: 71

<p> Open-source workspace for AI agents and workflows </p> <p> <a href="https://www.producthunt.com/products/sim-studio?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/1191413?app_id=339">Link</a> </p>

<p> A Computer-Use-Agent that runs legacy software like a human </p> <p> <a href="https://www.producthunt.com/products/coasty?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/1191411?app_id=339">Link</a> </p>

<p> AI with a visual and interactive interface </p> <p> <a href="https://www.producthunt.com/products/monogram-ai?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/1191329?app_id=339">Link</a> </p>