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Automation & Agents

Can Cloudflare CEO Matthew Prince save the web from AI?

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Cloudflare’s mission to remake the business of the web for the AI age Today, I’m talking with Matthew Prince, who is CEO of Cloudflare. This episode is part of a two-part series on the future of business. Matthew last joined us on the show about two and a half years ago, at what we thought then was a wild pivot point for the internet — and now it turns out things are even wilder because of AI, and Matthew and Cloudflare are right at the center of it. Cloudflare found…

The Verge AI · 26 Sep 2026 · 00:13 CESTRead story →Join free ↗

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Automation & Agents

Meta’s Muse just stole the AI spotlight from OpenAI and Anthropic

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When AI leaders at OpenAI and Anthropic started talking about “pacing the frontier,” maybe someone should have asked: what pace? Now it’s turned into model drop week for both companies as Anthropic rolled out Opus 5.5, followed by OpenAI’s GPT-6 model updates just 90 minutes later. But the company that stole the spotlight was Meta, whose personal AI agent Muse is reportedly outpacing ChatGPT’s early numbers and is headed for smart glasses and a tiny Tamagotchi-style device next. On this episode of TechCrunch’s Equity podcast, Kirsten Korosec, Anthony Ha, and…

TechCrunch AI · 25 Sep 2026 · 20:22 CESTRead story →Join free ↗

Automation & Agents

Meta is putting its muscle behind Muse as the AI app takes off

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Muse’s traction is surging, fueled by Meta’s promotion of the AI app at its annual Meta Connect developer conference this week and strong early reviews that praised its polished design and highly capable AI model under the hood. At the start of the week, Muse had surpassed 2.5 million downloads since its September 8 launch. Now the app has amassed more than 3.4 million downloads, according to the most recent estimates from market intelligence firm Sensor Tower. The install numbers are only current as of the firm’s Thursday estimates, which…

TechCrunch AI · 25 Sep 2026 · 18:16 CESTRead story →Join free ↗

Automation & Agents

Meta’s AI Tamagotchi bet is…working?

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TechCrunch AI · 25 Sep 2026 · 18:00 CESTRead story →Join free ↗

Automation & Agents

For months, OpenAI’s agent swarms have been attacking online databases to find obscure facts

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With little help from frontier labs, independent researchers are piecing together how AI agents coordinate in internet backwaters to access private data hosted on secure servers. Transluce, a nonprofit lab focused on AI oversight, released a report Wednesday that shows agents from OpenAI attempting to exfiltrate data from Data USA, the University of New Mexico digital library, and the Australian Institute of Health and Welfare (AIHW). The lab’s investigation raises questions about when OpenAI should have known its agents were attempting to penetrate secure systems on the open internet. Transluce…

TechCrunch AI · 25 Sep 2026 · 17:48 CESTRead story →Join free ↗

Automation & Agents

Build a multi-account AI agent with AgentCore Gateway and MCP

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Enterprises increasingly want AI agents that can reason over data spread across many AWS accounts without copying or centralizing it. Each team keeps its data in its own account for good reasons: clear ownership, scope isolation, and independent deployment lifecycles. But an agent that sees only one account’s data delivers limited value, and connecting it to distributed sources usually means replicating data or untangling cross-account AWS Identity and Access Management (IAM). The goal is to let data stay where it already lives, in each line-of-business (LOB) account. Only the specific…

AWS AI · 24 Sep 2026 · 18:12 CESTRead story →Join free ↗

Automation & Agents

Aderant builds intelligent ticket triage with Amazon Nova

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This guest post is co-written by Angela Mapes and Adam Walker of Aderant. In this post, we share how Aderant, a global provider of business management software for the legal industry, built an intelligent ticket triage system using Amazon Nova Lite through Amazon Bedrock. Aderant’s solution automates much of the context gathering, classification, routing, and knowledge enrichment required for support-ticket triage. The Intelligent Ticket Analyzer supports Aderant’s 38-person SierraOps team, which operates Expert Sierra across 268 client environments globally. It reviews newly submitted, unassigned tickets during scheduled hourly processing cycles…

AWS AI · 24 Sep 2026 · 18:06 CESTRead story →Join free ↗

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Automation & Agents

MCP Explained in 5 Minutes

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A visual guide to MCP that explains how it works, how to use it with Claude Code, Tavily, GitHub, and Playwright, and what is new through simple diagrams that make the whole concept easy for anyone to understand.

KDnuggets · 24 Sep 2026 · 16:00 CESTRead story →Join free ↗

Automation & Agents

From portal-hopping to instant answers: HEMA’s journey with MCP and Amazon Bedrock

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This post is co-written with Mauro Rallo and Patrick van der Plas from HEMA. When engineers at HEMA needed an answer, they went portal-hopping, navigating disconnected wikis, service catalogs, and IT portals to find it. To turn that friction into instant answers, the 100-year-old Dutch retailer built a knowledge layer on Amazon Bedrock AgentCore. HEMA has over 750 stores across multiple countries, served by a technology organization of engineers, product owners, and business analysts driving digital transformation. It needed a solution that worked across roles and tools. Over the years,…

AWS AI · 23 Sep 2026 · 20:41 CESTRead story →Join free ↗

Automation & Agents

Your Agent Aced the Task. Will It Do It Again?

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That is embarrassing onstage. In production, it is a reliability problem: a workflow that succeeded once may fail the next time a user makes the same request. For mission-critical work, such as reconciling a financial transaction or checking a contract for an obligation, that can be a showstopper. Most benchmarks hide this variability behind an average. On AppWorld, a ReAct agent using GPT-4.1 succeeded on 77.4% of runs across five repetitions. But it succeeded in all five runs for only 53.0% of tasks — a 24.4-point consistency gap. Most benchmarks…

Hugging Face · 15 Sep 2026 · 18:00 CESTRead story →Join free ↗

Automation & Agents

Rebuilding AUTOMATIC1111 with Gradio Workflow

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Workflow1111 is a graph of eleven media pipelines built using seventy-three nodes. It brings together SOTA models for text-to-image, hi-resolution fix, image-to-image, prompt-matrix grids, VLM interrogate, detection-to-inpaint masks, ControlNet-style annotators, background removal, PNG Info storing, and image-to-video. You can run any of these pipelines by signing in with your Hugging Face account or providing an access token. Once you sign in, the model calls use your own quota. 👉 Try Workflow1111, or duplicate the Space and start rewiring it for your own use case. All the media pipelines are built…

Hugging Face · 10 Sep 2026 · 02:00 CESTRead story →Join free ↗

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Automation & Agents

Introducing Muse: The World’s First Personal AI Agent Built for Everyone

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Today, Meta is introducing Muse, a secure, private personal AI agent that proactively helps with people’s goals and suggests ideas. Because personal agents need a new kind of secure computer, Muse runs on Muse Secure VM, a dedicated, virtual machine (VM) that houses both the agent and a person’s data. Muse is designed around the way people already communicate, so talking to it works just like messaging another person, in the Muse app or directly in WhatsApp. It’s simple to use. People just tell Muse what needs to get done,…

Meta AI · 8 Sep 2026 · 21:00 CESTRead story →Join free ↗