Show HN: An LLM agent that emits typed intent
Article URL: https://github.com/gabert/ontocortex Comments URL: https://news.ycombinator.com/item?id=48665700 Points: 1 # Comments: 0
Article URL: https://github.com/gabert/ontocortex Comments URL: https://news.ycombinator.com/item?id=48665700 Points: 1 # Comments: 0
Article URL: https://github.com/ilyesarf/straw/ Comments URL: https://news.ycombinator.com/item?id=48665689 Points: 1 # Comments: 0
Article URL: https://github.com/theramkm/dspyer Comments URL: https://news.ycombinator.com/item?id=48665660 Points: 1 # Comments: 0
Indie movie fans are upset about Google DeepMind’s $75 million investment in the studio, which comes as AI companies are deepening their influence in Hollywood.

Mistral AI on Tuesday released OCR 4 , a document intelligence model that moves beyond raw text extraction to return structured representations of entire documents — complete with bounding boxes, block-type classification, and per-word confidence scores. The release marks Mistral's fourth generation of optical character recognition technology in roughly 15 months and lands at a moment when the company's pitch for European AI sovereignty has never been more commercially relevant. The model suppor

A critique published in Nature Wednesday calls the basic technology behind Microsoft's "breakthrough" quantum computing chip the Majorana 1 into question. Microsoft unveiled the chip in February 2025 and said it featured a brand-new technology known as a topological qubit. Topological qubits, they said, would be the "building blocks" for their future quantum computer. Microsoft […]

<!-- SC_OFF --><div class="md"><p>(Disclaimer: This post was drafted with the help of AI to keep it concise, but the research and work are entirely mine.)</p> <p>I’ve been building a spiking neural network (SNN) engine from scratch on my laptop as a solo project. To see if it was actually tracking anything useful outside of my own custom puzzles, I finally tested it on a standard benchmark: NARMA-10.</p> <p>It was a pretty humbling reality check. It flunked completely.</p> <p>The Failure</p> <p>
What happened to search? To be fair, Google failed to actually achieve the goal of world's best, but...to have dropped the ball so badly after AI. Who's got real news in the zoo? Comments URL: https://news.ycombinator.com/item?id=48665439 Points: 3 # Comments: 0

Article URL: https://dromeas.ai/blog/code-review-evolved Comments URL: https://news.ycombinator.com/item?id=48665327 Points: 1 # Comments: 1
Article URL: https://arxiv.org/abs/2606.20047 Comments URL: https://news.ycombinator.com/item?id=48665300 Points: 1 # Comments: 0
Talk to your bank accounts! Comments URL: https://news.ycombinator.com/item?id=48665186 Points: 2 # Comments: 0
<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>I'm a Computer Science + Applied Mathematics major at a T15 CS university, focusing on machine learning, and I'll be an incoming junior this fall. My long-term goal is to land ML-focused internships and eventually work in machine learning or AI-related roles.</p> <p>I recently completed an introductory AI/ML course that covered the fundamentals of:</p> <p>* Data preprocessing (handling missing data, feature scaling, train/test splits, categor
It's a spicy start for the AI company's collaboration with the chip maker.

Article URL: https://github.com/ayauho/alchimist Comments URL: https://news.ycombinator.com/item?id=48665009 Points: 2 # Comments: 0
The tokenmaxxing era was brief. We now appear to be entering the era of token rationing.
<p>Spending on government contracts with tech firms that use AI-powered tools to track immigrants has soared to record levels under Trump 2.0, report says</p><p>A new report sheds light on the unprecedented growth of the US government’s immigration surveillance arsenal, revealing fresh details about how spending on technology and AI tools to find and track migrants has soared to record levels during Donald Trump’s second term.</p><p>The report, released this week,<strong> </strong>analyzed US Im

Article URL: https://www.getmycelium.net/ Comments URL: https://news.ycombinator.com/item?id=48664937 Points: 1 # Comments: 0
Article URL: https://avc.xyz/my-pele-agent Comments URL: https://news.ycombinator.com/item?id=48664887 Points: 1 # Comments: 0
OpenAI is updating GPT-5.5 Instant, its most-used ChatGPT model. The update targets conversation quality, with better intent recognition, improved context across multiple turns, and more reliable handling of complex, multi-condition prompts. The article OpenAI says ChatGPT Instant now better understands what users actually want appeared first on The Decoder .
Article URL: https://www.bloomberg.com/news/articles/2026-06-24/anthropic-accuses-alibaba-of-illicitly-accessing-its-ai-models Comments URL: https://news.ycombinator.com/item?id=48664814 Points: 4 # Comments: 1
Prompting less and automating more comes with a price
Article URL: https://www.bbc.com/news/articles/c872j82j2qyo Comments URL: https://news.ycombinator.com/item?id=48664732 Points: 4 # Comments: 0
Rep. Anna Paulina Luna (R-FL) says her staff used AI for "spellcheck" in an amendment summary for a major defense bill, but denies it was used for the bill text itself and says "NO Legislation is ever drafted with AI." Luna issued the response after accounts on X began sharing screenshots of an amendment summary […]

Article URL: https://www.aiiq.org/bio/ Comments URL: https://news.ycombinator.com/item?id=48664627 Points: 2 # Comments: 0
I tried having my agents read the vendor's docs before jumping into tasks, but in a lot of cases the docs are simply incomplete or stale. I burn tokens working around that — and the maintainer never finds out their docs are broken. The signal, "an AI just hit a wrong page in your docs," gets dropped on the floor. FixYourDocs is an attempt to give that signal somewhere to go. It's an open protocol (one JSON shape, one POST /v1/reports) plus a hub that routes each report to whoever has verified th
Article URL: https://tenureai.dev/writing/every-ai-memory-benchmark-has-an-asterisk/ Comments URL: https://news.ycombinator.com/item?id=48664538 Points: 5 # Comments: 0
Article URL: https://twitter.com/ianbremmer/status/2069744192230764723 Comments URL: https://news.ycombinator.com/item?id=48664533 Points: 7 # Comments: 6
Article URL: https://blog.g9n.com/the-skills-i-think-we-might-gain-ai#decision-making-at-pace Comments URL: https://news.ycombinator.com/item?id=48664505 Points: 1 # Comments: 0
Alibaba's Qwen team released Qwen-AgentWorld on Tuesday — two models trained not to act inside agent environments, but to predict what those environments return. The release covers seven domains under a single architecture: MCP, Search, Terminal, Software Engineering, Android, Web, and OS. The release extends Alibaba's recent push into autonomous agents. Qwen3.7-Max , released in May, was built around a 35-hour autonomous execution capability. That shift targets a ceiling teams training agents a

Reservoir has acquired agriculture finance platform Contain,, naming founder Nicola Kerslake general partner to help scale AI startups. The post Reservoir acquires Contain to scale agtech startups appeared first on The Robot Report .

<!-- SC_OFF --><div class="md"><p>Hi everyone,</p> <p>For the past couple of weeks I have been working on a simulator project considering the shortcomings of MuJoCo. There are things that people like and also don't like about MuJoCo, like the CPU dependency on MuJoCo which makes the simulation not parallelizable beyond a certain limit (depending on the hardware). I know there exists MJX which is GPU accelerated, however, it is not really made for vision based RL pipelines and training. There is
Article URL: https://arxiv.org/abs/2602.21548 Comments URL: https://news.ycombinator.com/item?id=48664361 Points: 1 # Comments: 0
I want to be able to execute a prompt derived from a piece of structured data (JSON) by transforming it into markdown and decorating it at prompt-time, without building my own infrastructure around or alongside the harness... Comments URL: https://news.ycombinator.com/item?id=48664360 Points: 5 # Comments: 1
Article URL: https://news.bloomberglaw.com/banking-law/ai-shopping-agents-pose-novel-liability-authorization-risks Comments URL: https://news.ycombinator.com/item?id=48664309 Points: 1 # Comments: 0
Article URL: https://github.com/Elpulgo/polysbx Comments URL: https://news.ycombinator.com/item?id=48664294 Points: 2 # Comments: 0
Article URL: https://www.theregister.com/security/2026/06/24/microsoft-uses-ai-to-link-two-malware-operations-in-racketeering-suit/5261656 Comments URL: https://news.ycombinator.com/item?id=48664235 Points: 3 # Comments: 0
Article URL: https://gptzero.me/news/preserving-whats-human/ Comments URL: https://news.ycombinator.com/item?id=48664229 Points: 1 # Comments: 0
Outcome-based resolution pricing means companies pay only when the AI agent resolves an issue autonomously, without human intervention.
Article URL: https://www.withassist.xyz Comments URL: https://news.ycombinator.com/item?id=48664146 Points: 1 # Comments: 0