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2026-08-05

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Product Hunt AIToolsSource content · Analysis pendingAnnotate
Show HN: LearnOS – Open-source, AI-native Coursera you run locally

Hello HN! I wanted a course platform where the teaching adapts instead of being a video someone recorded in 2019, so I built one. It runs on your machine where you can clone it, add an OpenRouter key, open localhost. No…

Hacker News AIToolsSource content · Analysis pendingShow HN: LearnOS – Open-source, AI-native Coursera you run locally
Airflow: A production scheduler, built with Colors

#Introduction The Airflow Package Skill manages one VPS running Airflow with LocalExecutor. PostgreSQL runs on the host, containers run Airflow and Caddy, WAL-G continuously archives the metadata database, and a restric…

Hacker News AIAgentsSource content · Analysis pendingAirflow: A production scheduler, built with Colors
Show HN: An AI agent that trades inside limits you set, starting on paper

QuantSignals FST — Supervised AI Trading from Research to Execution FST connects proprietary QS Research signals to account-aware decisions, hard risk limits, order preview and approval, monitored execution, and a revie…

Hacker News AIResearch / AgentsSource content · Analysis pendingShow HN: An AI agent that trades inside limits you set, starting on paper
The Agent Access Model

The Agent Access Model proposes a new architecture to secure task-scoped agents using strict identity brokering, continuous mediation, and stateful trust.

Cloudflare AI BlogAgents / ResearchSource content · Analysis pendingThe Agent Access Model
Catching rogue AI behavior with identity-aware analytics

Identity-aware AI Gateway is now in open beta. User Insights turns that traffic into a behavioral baseline for every person and agent, and flags insider risk the moment it appears.

Cloudflare AI BlogAgentsSource content · Analysis pendingCatching rogue AI behavior with identity-aware analytics
How we’re rethinking work at Cloudflare with Cloudflare OS

We built Cloudflare OS to equip our teams to safely rethink how they get work done with AI. The platform brings together the best of our technologies, from our Compute primitives to our Zero Trust suite. This post walks through our journey to give our users the best AI tools available.

Cloudflare AI BlogAgentsSource content · Analysis pendingHow we’re rethinking work at Cloudflare with Cloudflare OS
Cloudflare OS: an open platform for agents, apps, and work

Cloudflare OS is an open-source platform that lets everyone in your company build apps, automate work, and safely access internal systems, shaped around what your organization knows and how it operates

Cloudflare AI BlogAgents / ResearchSource content · Analysis pendingCloudflare OS: an open platform for agents, apps, and work
Anthropic AI created fake profiles and impersonated people in attempted hack

Anthropic AI created fake profiles and impersonated people in attempted hack - BBC News Image source, Getty Images Image caption, Some of the most serious attempts came from Anthropic's AI Claude Mythos ByKali Hays and…

Hacker News AIAgents / ResearchSource content · Analysis pendingAnthropic AI created fake profiles and impersonated people in attempted hack
Show HN: Feedback widget with screenshots, annotations, and AI triage

Uh oh! There was an error while loading. Please reload this page. Notifications You must be signed in to change notification settings Fork 7 Star 51 BranchesTags Open more actions menu Folders and files NameName Last co…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Feedback widget with screenshots, annotations, and AI triage
Teachers need help with AI. A union is offering training – with $23m in funding from big tech

Partnership between American Federation of Teachers, one of the largest labor unions in the US, and AI firms has stirred controversy Darius Saczuk, a high school teacher, views artificial intelligence as his enemy. Earlier this year, he and several dozen New York City teachers spent the day inside a windowless conference room in downtown Manhattan to learn how to use AI and prevent students from outsourcing their thinking to it. As Saczuk sees it, he needs to understand his enemy in order to beat it. Continue reading...

The Guardian AIStartupsSource content · Analysis pendingTeachers need help with AI. A union is offering training – with $23m in funding from big tech
Game, set, Chat: how tennis players use AI to scout opponents and run their lives

The emergence of GenAI has led to a generational shift with stars conflicted on the impact of technology on their sport Not so long ago, Emma Raducanu was on her phone when she found herself wondering what her comprehensive usage of ChatGPT said about her own character. “I use Chat a lot,” Raducanu says, laughing. “Every small thing I do it and I got this idea. So, you know how Spotify do a Spotify Wrapped? I asked ChatGPT to make me a Chat Wrapped, and it was giving me a rundown on my personality. “I was like: ‘It’s a little bit too accurate.’ It was very clear, very concise. No nonsense, straight into the question. I was like: ‘OK, I can relate maybe. Some of that is true.’” Continue reading...

The Guardian AIToolsSource content · Analysis pendingGame, set, Chat: how tennis players use AI to scout opponents and run their lives
‘It confirmed my flaws’: women are paying for face scans that score beauty and suggest excessive procedures

‘Looksmaxxing’ culture has led to the rise of facial analysis services – but experts warn they aren’t backed by science and can be harmful to users Danielle, 37, didn’t always have issues with body image: she used to be a model and recalls receiving positive attention from men. However, when two years of unemployment plunged her into a period of financial insecurity, her confidence faded. “It was easy to wonder, if I was prettier, if some of my features were different, would that help?” she said. So, when Danielle saw videos on TikTok about a “facial analysis” service that claimed it could provide her with “science-backed” glow-up advice, she bought it without hesitation. Three-hundred and thirty dollars later, after sending in selfies to be analyzed, Danielle received her personalized 30…

The Guardian AIResearchSource content · Analysis pending‘It confirmed my flaws’: women are paying for face scans that score beauty and suggest excessive procedures
Turn Any CSV into an Executive Report with Python and AI

Learn to implement a repeatable pipeline that cleans a CSV, finds the story, and writes it up.

KDnuggetsAgents / ResearchSource content · Analysis pendingTurn Any CSV into an Executive Report with Python and AI
Should Researchers Write Papers for AI Instead of People?

This May, 37 researchers from roughly two dozen top universities and tech companies published a paper on ArXiv, arguing that scientists should stop writing papers. Why? Because artificial intelligence needs a different format, and AI’s needs, they say, should be the priority. “AI agents are becoming first-class participants in research workflows, not tools that assist humans but autonomous contributors that read, reproduce, and extend scientific work. That transition demands infrastructure built around agents from the start,” the authors write in the provocative article, titled “The Last Human-Written Paper.” The paper proposes a replacement, called an “Agent-Native Research Artifact” (ARA), that presents work in a format AI agents can use efficiently. (As an example, the paper itself is…

IEEE Spectrum AIAgents / Models / ResearchSource content · Analysis pendingShould Researchers Write Papers for AI Instead of People?
Show HN: Nodes – A native macOS Markdown editor that runs its AI on device

Nodes 2.0 Full launch August 2026 Munich, Germany Every piece of feedback, each mail you send us,truly meant the world for us and shaped the path we took to get here.And here we are now, all around the globe using Nodes…

Hacker News AIAgentsSource content · Analysis pendingShow HN: Nodes – A native macOS Markdown editor that runs its AI on device
Google Assistant will disappear from your phone next month

Farewell, Google Assistant art, we hardly knew ye. | Illustration by Alex Castro / The Verge Google Assistant's days have been numbered ever since Gemini arrived on the scene, and its time is now up. Google has announced that it will be removing access to Assistant on Android phones and tablets, along with paired devices like smartwatches or headphones, from September 4th. The announcement came in an email apparently sent to some users, as reported by 9to5Google and shared in full on Reddit. The Verge has asked Google for confirmation that the email is accurate, and will update this story once we have it. "We will begin removing access to Google Assistant starting on 4 September," Google states in the email, "and expect that this … Read the full story at The Verge.

The Verge AIToolsSource content · Analysis pendingGoogle Assistant will disappear from your phone next month
A graded registry of scientific results produced by or with AI

INIndependent 2026-07-22 Claimed AI-led ModelGPT-5.6 Pro Fieldcomputer-science Posed1999 · open 27 yrs Counterexample to the Dinitz–Garg–Goemans conjecture# An explicit seven-node network whose cheapest single-route (un…

Hacker News AIResearch / StartupsSource content · Analysis pendingA graded registry of scientific results produced by or with AI
UCP Radar

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Product Hunt AIAgentsSource content · Analysis pendingUCP Radar
The Sequence AI of the Week #908: You Need to Learn About Gemini Robotics

Google put a walking humanoid inside a single policy, published the reasoning half as an API, and kept the motor half behind a partner gate. The numbers explain why.

TheSequenceRoboticsSource content · Analysis pendingThe Sequence AI of the Week #908: You Need to Learn About Gemini Robotics
Show HN: Prompt Like a Pro – Master AI with Better Prompts

Prompt Like A Pro - The AI Prompt Generator That Asks Questions First Why Prompt Like A Pro? Three reasons the questions are worth the thirty seconds. Stop lazy prompts Lazy prompt = lazy answer. A model answers what yo…

Hacker News AIResearchSource content · Analysis pendingShow HN: Prompt Like a Pro – Master AI with Better Prompts
HOM-AIMOS – cryptographically auditable persistent memory for agents

Notifications You must be signed in to change notification settings Fork 0 Star 1 BranchesTags Open more actions menu Folders and files NameName Last commit message Last commit date Latest commit History 2 Commits 2 Com…

Hacker News AIAgents / ResearchSource content · Analysis pendingHOM-AIMOS – cryptographically auditable persistent memory for agents
Why is Anthropic destroying books? | Kathryn James

The AI company apparently found destructively scanning ‘all the books in the world’ easier than dealing with copyright in its quest for training data Should we destroy all the books in the world? An answer to this question can be found in the court documents of Bartz v Anthropic PBC. The northern California district court case, decided in late July this year, highlighted the improbably named “Project Panama”, one of the AI company Anthropic’s efforts to improve its large language model Claude. “What is Project Panama?” court exhibit 21 asks, in an internal memo. The answer: “Project Panama is our effort to destructively scan all the books in the world.” The memo advises discretion: “Why use a codename? … [B]ecause we don’t want it to be known that we are working on this.” Continue reading…

The Guardian AIModels / PolicySource content · Analysis pendingWhy is Anthropic destroying books? | Kathryn James
Introduction to Post-training

This is the first article in a series about post-training. Follow along on Radar. Before post-training, there was a major problem with LLMs: Almost nobody could use them. The story of post-training is also the story of how AI went from a research curiosity to a product used by about a billion people. Post-training is […]

O'Reilly AI & ML RadarModels / AgentsSource content · Analysis pendingIntroduction to Post-training