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Cloudflare Blog

Welcome to Agents Week

Agents Week explores how cloud infrastructure must evolve to serve autonomous agents rather than human browsers. Join us as we unpack the storage, execution, and security primitives needed for an agent-native web.

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A Geodyssey – Enterprise Search & Discovery, Text Mining, Machine Learning

Text embeddings – Global geology machine learning research (2016-2026)

Global geology machine learning research (2016-2026) take #2 – animated text embeddings by publish date. Following on from my post yesterday I’ve created a t-SNE dimensionality reduction plot of cosine-similarity for embeddings of geology abstracts that mention machine learning over the past 10 years in published research articles. I used Dimensions database generating 2,882 papers.... Continue Reading →

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Text embeddings – Global geology machine learning research (2016-2026)
Hacker News Ask

Ask HN: What cloud agents do you use?

I want something like the agent sidepanel in VS Code/Cursor that runs in the cloud, not on my laptop. I want to choose the model, chat with it on my way into work or from the couch, and get a PR when it's done. Cursor Cloud Agents works the best, but I think the rest of the Cursor product sucks. Claude Code Web seems abandoned, GitHub Copilot is buggy and regularly cannot see its own chat history, and products like Devin are so focused on token and model indirection that I don't trust the cost-p

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Don't Worry About the VaseNewsletters

Further Developments About Internal AI Models Hacking Things

If I had a nickel for every major leading AI lab that sheepishly admitted that the model it thought was sandboxed had, during a cybersecurity evaluation with its safeguards lowered, successfully hacked outside companies, I would have two nickels.

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Further Developments About Internal AI Models Hacking Things
Towards Data Science - Medium

How to Apply Coding Agents to Non-Programming Tasks

Perform non-programming tasks with coding agents The post How to Apply Coding Agents to Non-Programming Tasks appeared first on Towards Data Science .

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Product HuntTools

Open Minis

<p> An on-device AI Agent that runs on your phone, open & secure </p> <p> <a href="https://www.producthunt.com/products/open-minis?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/1213036?app_id=339">Link</a> </p>

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Hacker News Ask

Ask HN: Is discovery channel using AI?

My family and I have been watching discovery's shark week, and I could swear that many of the B rolls we've been watching are AI generated. can anyone confirm? That seems... surprising to me. Comments URL: https://news.ycombinator.com/item?id=49144673 Points: 2 # Comments: 1

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The DecoderBusiness

OpenAI Presence wants to make AI agents production-ready for businesses

OpenAI's new enterprise offering, Presence, is designed to get AI agents into production for customer service and internal workflows. Unlike the existing Workspace Agents, Presence targets external deployments. For complex cases, OpenAI's own engineers step in. The article OpenAI Presence wants to make AI agents production-ready for businesses appeared first on The Decoder .

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OpenAI Presence wants to make AI agents production-ready for businesses
Towards Data Science - Medium

I Replaced a 15-Minute Booking Process with a LangGraph AI Agent

A step-by-step guide to building, running, and monitoring a stateful customer support agent using Python, LangGraph, and Langfuse. The post I Replaced a 15-Minute Booking Process with a LangGraph AI Agent appeared first on Towards Data Science .

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The Verge

Is paying artists enough to convince them to embrace AI?

Illustrators have spent years sounding the alarm about generative artificial intelligence startups training their models on artists' work without permission. They've pointed out how the practice is tantamount to theft, and in response, many gen AI boosters have argued that it's necessary for the technology's evolution. This has led to contentious legal battles, but it's […]

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Is paying artists enough to convince them to embrace AI?
The DecoderBusiness

Meta AI uses a second AI agent as a memory coach to keep long tasks on track

Meta AI wants to stop AI agents from forgetting errors they've already diagnosed and repeating failed steps during complex tasks. A separate memory agent maintains a structured memory bank and decides when to remind the main agent and when to stay silent. The system improved scores by up to 8.3 percentage points across two benchmarks. The article Meta AI uses a second AI agent as a memory coach to keep long tasks on track appeared first on The Decoder .

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Meta AI uses a second AI agent as a memory coach to keep long tasks on track
Hacker News Ask

Ask HN: When will the AI version of 911 happen?

Whether the government/other 'friendly' entities were behind, coordinated, or were oblivious to the 911 attacks, they enjoyed what 911 allowed them to do (be completely free of the limits of the Constitution on their treatment of everyone) to not want to do it again. It lasted 25 years, which might be surprising, that Americans would give up their American-ness for that long, but they were 'patriotic' enough to accept just a single approval by Congress of a super-Unconstitutional muddy Act on a

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The DecoderBusiness

A real macOS flaw worth $200K went unreported because Apple's bug bounty inbox was full of AI slop

Apple's bug bounty program is drowning in AI-generated bug reports. The company has capped submissions per researcher because fabricated reports are clogging the review pipeline. As a result, Italian startup Bynario was initially unable to report a serious macOS vulnerability worth up to $200,000 on the black market. The article A real macOS flaw worth $200K went unreported because Apple's bug bounty inbox was full of AI slop appeared first on The Decoder .

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The Robot ReportRobotics

Google DeepMind says Gemini Robotics 2 enables full body control

Gemini Robotics 2 enables robots to reason through every movement, unlocking a broad range of tasks, DeepMind said. The post Google DeepMind says Gemini Robotics 2 enables full body control appeared first on The Robot Report .

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Google DeepMind says Gemini Robotics 2 enables full body control
Hacker News Ask

Best way to avoid bloat and AI – selfcontaining OS

I wanted an OS that I could truly own. Most modern systems have become server-controlled clients, bloated with dependencies (Gtk4/Qt/Rust/Wayland) and centralized source control on GitHub. If you cannot audit the dependency tree and Big Corp controls the source, it is no longer real open source. I built OneManBSD to address this. It is an OpenBSD-based system built on a single 2012 ThinkPad L430. Project Video: https://www.youtube.com/watch?v=2wHaoQhXOYY Project Page: https://bialamusic.com/onem

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Product HuntTools

Inventory

<p> Search every AI Agent & IDE Conversation </p> <p> <a href="https://www.producthunt.com/products/inventory?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/1212918?app_id=339">Link</a> </p>

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Product Hunt — The best new products, every day

ShootClip

<p> Edit videos 10x faster with AI </p> <p> <a href="https://www.producthunt.com/products/shootclip?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/1212911?app_id=339">Link</a> </p>

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UX Collective - Medium

The architecture of watching work

For a century we designed the office around a single question — how do we see work? AI is quietly changing the question. Continue reading on UX Collective »

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The architecture of watching work
The DecoderBusiness

AI finds plenty of security flaws, but almost none of them get exploited

VulnCheck counted how often security flaws found by AI actually get exploited. Out of 1,061 AI-discovered vulnerabilities in the first half of 2026, just 14 saw confirmed attacks. That's 1.3 percent, the same rate as vulnerabilities overall. But exploits are landing faster, with the median dropping from 120 days to 80. The article AI finds plenty of security flaws, but almost none of them get exploited appeared first on The Decoder .

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AI finds plenty of security flaws, but almost none of them get exploited
The Guardian AIBusiness

Stock market turmoil sheds stark light on the opaque AI economy

<p>Investors scramble to make sense of a shock Chinese challenge to the dominance of western chipmakers</p><p>Even for the rollercoaster world of AI, last week was particularly volatile as investors scrambled to keep up with developments that threatened the dominance of the largest western chipmakers.</p><p>It began with a double whammy. On Monday, the Chinese memory chipmaker CXMT floated on the Shanghai stock market, soaring by 466% in value to 3.3tn yuan (£365bn).</p> <a href="https://www.the

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Stock market turmoil sheds stark light on the opaque AI economy
The DecoderBusiness

Claude Opus 5 pushes prompt-to-game AI from rough color blocks to full 3D prototypes with physics and music

Anthropic's Claude Opus 5 generates complete 3D games from single prompts, including a first-person shooter, a kart racer, and a Minecraft clone, all without a single external asset. Geometry, textures, physics, and in some cases music are produced as code and run directly in the browser. In side-by-side comparisons with GPT-5.6 Sol and Kimi K3, Opus 5 delivers significantly more detailed results. The article Claude Opus 5 pushes prompt-to-game AI from rough color blocks to full 3D prototypes wi

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Claude Opus 5 pushes prompt-to-game AI from rough color blocks to full 3D prototypes with physics and music
The DecoderBusiness

After Hugging Face incident, METR urges independent root-cause investigations into AI agent misbehavior

Research organization METR is calling for systematic, independently led investigations whenever AI agents act autonomously against their developers' intentions. The push comes partly in response to the Hugging Face hack carried out by OpenAI models. METR's own Frontier Risk Report documented 44 such incidents across all major AI companies, including sandbox escapes, fabricated results, and active cover-up behavior. The article After Hugging Face incident, METR urges independent root-cause invest

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After Hugging Face incident, METR urges independent root-cause investigations into AI agent misbehavior
The DecoderBusiness

Snap and LinkedIn are fighting back against a flood of low-quality AI content

Snap is banning AI-generated videos from Spotlight to keep the feed focused on human creativity. Content edited with Snapchat's own AI tools is still allowed. LinkedIn, meanwhile, has rolled out a dedicated "AI slop" reporting button. The article Snap and LinkedIn are fighting back against a flood of low-quality AI content appeared first on The Decoder .

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Product Hunt — The best new products, every day

Termexo

<p> A local Windows workbench for Claude Code and Codex </p> <p> <a href="https://www.producthunt.com/products/termexo?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/1212781?app_id=339">Link</a> </p>

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