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Hacker News AILLMs

AI-native workflows have a moat problem

Article URL: https://ai.gopubby.com/ai-native-workflows-have-a-moat-problem-49992bcc3088 Comments URL: https://news.ycombinator.com/item?id=48748492 Points: 1 # Comments: 0

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Hacker News AILLMs

Who Thrives Using AI

Article URL: https://www.theatlantic.com/ideas/2026/06/ai-open-ai-anthropic/687689/ Comments URL: https://news.ycombinator.com/item?id=48748476 Points: 1 # Comments: 0

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Hacker News AILLMs

Welcome to the Dual State of AI Regulation

Article URL: https://www.thefunsinthefight.com/p/welcome-to-the-dual-state-of-ai-regulation Comments URL: https://news.ycombinator.com/item?id=48748447 Points: 2 # Comments: 0

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UX Planet

Context Engineering for Claude Code

Most people start using Claude Code the same way they use ChatGPT: they open Claude, submit a prompt describing the task, and expect a… Continue reading on UX Planet »

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Context Engineering for Claude Code
Dev.to

The End of AI "Slop"? How Google is Using LoRA and LLMs to Fight Coordinated Synthetic Spam

<h2> The End of AI "Slop"? How Google is Using LoRA and LLMs to Fight Coordinated Synthetic Spam </h2> <p><strong>A deep dive into Google’s new Scalable Cluster Termination System (S-CTS), and how advanced AI is being used to catch the very AI-generated spam flooding our video platforms.</strong></p> <h2> Introduction: The Flood of "AI Slop" </h2> <p>If you have spent any time on major online video platforms recently, you have likely encountered "AI slop." This is the term used to describe mass-

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OpenClaw Commits

fix(claude-cli): return updatedInput in can_use_tool allow response (…

<pre style='white-space:pre-wrap;width:81ex'>fix(claude-cli): return updatedInput in can_use_tool allow response (#98665) Claude Code >= 2.1.156 tightened its PermissionResult schema so an approved can_use_tool control_response allow branch must carry an updatedInput record. The Claude live-session bridge answered with the deprecated { behavior: "allow" } shape and no updatedInput, so the CLI rejected every approval-gated native tool call (Bash, WebFetch, and AskUserQuestion among them) with a Z

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Dev.to

AetherCut Hardware acceleration.

<p>The hardware Acceleration: 'prefer-hardware' flag tells the browser to delegate to the GPU encoder first. On Chrome 94+ and Edge, this is widely supported across Windows, macOS, and Android.<br> WebGL — Chroma Key Without a Server<br> Green screen removal is computationally expensive if done naively. AetherCut handles it via a WebGL fragment shader that runs on the GPU — no frame-by-frame CPU pass, no upload to an AI service.<br> The shader samples each pixel's hue and saturation, compares it

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Dev.to

Ur-Agent-Team: a local-first hub where any AI agent can be the brain

<p>I’ve made <strong>Ur-Agent-Team</strong> open-source today: <a href="https://github.com/uncle-tyson/Ur-Agent-Team" rel="noopener noreferrer">https://github.com/uncle-tyson/Ur-Agent-Team</a></p> <p>It’s a local-based Agent Hub that coordinates AI agents operating on a single machine.</p> <p>The core idea isn’t tied to any one vendor or integrated development environment. Any connected agent can act as the “brain” of the system, assigning tasks to other agents, receiving their responses, and co

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Hacker News AILLMs

AI startups: Sell work, not software

Article URL: https://www.sarahtavel.com/p/ai-startups-sell-work-not-software Comments URL: https://news.ycombinator.com/item?id=48748042 Points: 1 # Comments: 2

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Hacker News Show

Show HN: Strata, real-time Markdown editor you can mount as a filesystem

Hi HN. Strata is a real-time markdown editor built around document portability across agentic workflows. The same docs live on the web, mount to disk on Linux/macOS with live CRDT collaboration intact, and render inside any MCP app (claude.ai, ChatGPT). There's also a CLI, MCP server, and API. Demo video shows live sync as ClaudeCode reads and writes legal guidance. FUSE is really neat. It can mount entire filesystems on Linux without materializing files until requested, which immediately brings

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OpenClaw Commits

fix(agents): time out local streams without first event (#98525)

<pre style='white-space:pre-wrap;width:81ex'>fix(agents): time out local streams without first event (#98525) * fix(agents): time out streams without first event * fix(agents): propagate first-event stream timeout * fix(agents): abort streams on first-event timeout * fix(agents): time out chatgpt websocket streams * fix(agents): clamp first event stream timeouts * fix(agents): keep first event timeout internal * fix(agents): classify first event stream stalls as timeouts * fix(agents): preserve

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Hacker News Ask

Ask HN: Who wants to be hired? (July 2026)

Share your information if you are looking for work. Please use this format: Location: Remote: Willing to relocate: Technologies: Résumé/CV: Email: Please only post if you are personally looking for work. Agencies, recruiters, job boards, and so on, are off topic here. Readers: please only email these addresses to discuss work opportunities. Searchers: try https://nthesis.ai/public/hn-wants-to-be-hired , https://www.wantstobehired.com . Comments URL: https://news.ycombinator.com/item?id=48747975

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Towards Data Science - Medium

Persistent Latent Memory for Multi-Hop LLM Agents: How a 6G Handover Paper Closes the Agent Cold-Start

Every hand-off in your multi-agent pipeline is an expensive tokenization round-trip. Discover how Inductive Latent Context Persistence (ILCP) transfers a compressed hidden state so downstream agents never have to re-create the same context. The post Persistent Latent Memory for Multi-Hop LLM Agents: How a 6G Handover Paper Closes the Agent Cold-Start appeared first on Towards Data Science .

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Hacker News AILLMs

Platform Engineering 2.0 Mitigates AI Security and Compliance Risks

Article URL: https://platformengineering.com/features/platform-engineering-2-0-manage-ai-costs-and-risks-without-rebuilding-infrastructure/ Comments URL: https://news.ycombinator.com/item?id=48747895 Points: 1 # Comments: 0

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Hacker News Show

Show HN: Multi-User Agent Workspace

Just launched a multi-user AI agent workspace meant to run local models. It’s a fork of anythingLLM that uses ollama or openrouter. Custom code is the agent use and the simple NPM package install. Happy to help just use the discussion tab in the GitHub! Comments URL: https://news.ycombinator.com/item?id=48747838 Points: 2 # Comments: 0

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OpenClaw Commits

fix(gateway): cap agentRunCache to prevent unbounded growth under run…

<pre style='white-space:pre-wrap;width:81ex'>fix(gateway): cap agentRunCache to prevent unbounded growth under run fan-out (#77973) * fix(gateway): cap agentRunCache to prevent unbounded growth under run fan-out Time-based prune only reclaims entries past the 10-minute TTL window; a burst of run fan-out can add far more entries than the window reclaims, so the cache could grow without bound between prunes. Add a FIFO entry cap (5000) enforced on insert, mirroring the existing Discord REST entity

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The Hacker NewsSecurity

Critical Cursor Flaws Could Let Prompt Injection Escape Sandbox and Run Commands

Two flaws in Cursor, an AI code editor, could let a single, ordinary-looking prompt break out of the editor's safety sandbox and run any command on a developer's computer. There is no click to fall for and no approval box to ignore. Cato AI Labs found the pair and named them DuneSlide. They are tracked as CVE-2026-50548 and CVE-2026-50549, both rated 9.8 out of 10 (or 9.3

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Critical Cursor Flaws Could Let Prompt Injection Escape Sandbox and Run Commands
VentureBeat

Restaurants can now accept orders placed directly from ChatGPT and Claude thanks to Square's new, low-fee, no setup integration

Square is launching a new ChatGPT app and Claude plugin, enabling consumers to discover restaurants and seamlessly place orders directly within these AI platforms — and allowing restaurants, in turn, to accept orders from users and their AI agents without any technical capabilities. Even more helpfully for businesses, Square is processing these AI-driven transactions without charging the traditional marketplace commission fees that have historically squeezed the food and beverage sector. However

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Restaurants can now accept orders placed directly from ChatGPT and Claude thanks to Square's new, low-fee, no setup integration
Hacker News Show

Show HN: Clockjumper – An Intervibed Project

Hello there, Long time listener, first time caller over here. I’ve been meaning to try A.I coding capabilities for some time now. I wanted to focus on a problem that is simple enough for me to execute all the way to the finish line. I didn’t want to mess with any backend complexities or deal with a website that requires APIs or some such. I figured a simple timezone conversion tool would be a decent choice. It is a solved problem to the point of becoming a commodity and all I’m doing is adding,

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MIT Tech ReviewResearch

LLMs are stuck in a groupthink groove. This startup is trying to get them out.

Let’s start with a game. Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7. Almost always. Now type “Another” and you’ll get 3 or 4. Type “Another” again and you’ll get 8 or 9. That won’t work every time—but if it…

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OpenClaw Commits

fix(openai): bound embedding batch file downloads (#98554)

<pre style='white-space:pre-wrap;width:81ex'>fix(openai): bound embedding batch file downloads (#98554) * fix(openai): bound embedding batch file downloads * fix(openai): bound batch output records --------- Co-authored-by: Vincent Koc <vincentkoc@ieee.org></pre>

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