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Automation & Agents

OpenAI’s Dots Are Always-On AI Agents—and Its Answer to Meta’s Muse

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Dots are OpenAIâs new always-on AI agents, announced at the companyâs DevDay 2026 event on Tuesday in San Francisco. These agents complete tasks on a userâs behalf and are depicted as cute blobs you can personalize and assign multi-step projects to complete. OpenAIâs Dots are powered by the startupâs GPT-6 Astra model. A core selling point is their âalways-onâ designâunlike a single-turn chatbot experience, these agents constantly crawl the web and attempt to complete whatever task you assign to them. Dots also pull context from connected apps and learn more…

· 29 Sep 2026 · 19:15 CESTRead story →Original ↗

Automation & Agents

Holo4: powering generalist computer-use agents

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Holo4 is our new series of agentic models. It comes in two sizes: 27B dense and 35B-A3B Mixture of Experts. Both are available on the H Models API. We are also releasing an updated version of Holotron 3: Holotron4 Nano. Holo4 builds on our previous model and interacts with software through any available interface: GUIs, code, MCP and APIs. It scores well on academic benchmarks, but we built it for real business workflows. It was trained through supervised and reinforcement learning on a large set of environments and tasks, including…

Hugging Face · 28 Sep 2026 · 11:44 CESTRead story →Original ↗

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 →Original ↗

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 →Original ↗

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 →Original ↗

Automation & Agents

How NVIDIA scales expertise with ChatGPT Work

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NVIDIA teams use ChatGPT Work to reduce manual tasks, connect fast-moving signals, and scale successful workflows globally. Hours saved per week using ChatGPT Work during the GTC planning cycle Days to create a working prototype with ChatGPT Work, compared to 2–3 weeks previously Actionable signals surfaced per week by ChatGPT Work from 25–40 external AI updates At NVIDIA, ChatGPT Work is helping knowledge workers spend less time assembling information and more time acting on it. For teams like GTM and solutions architecture, ChatGPT has become part of how work gets…

OpenAI · 18 Aug 2026 · 02:00 CESTRead story →Original ↗

Automation & Agents

How avatarin built a 24/7 retail agent with GPT-Realtime

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With OpenAI’s GPT‑Realtime, avatarin scales Yamada Denki’s retail expertise through 24/7 multilingual shopping support. Japan’s home-appliance retailers face a persistent challenge: extending expert sales support beyond store hours while staffing remains tight. avatarin, an AI customer service company spun out of ANA Holdings, partnered with Yamada Holdings to turn experienced associates’ knowledge into a 24/7 multilingual shopping agent. Built on OpenAI’s GPT‑Realtime, the Kurashi-Marugoto AI Agent supports natural voice conversations and guides shoppers from product discovery to purchase decisions. In a two-week public campaign on Yamada Denki’s online store, approximately…

OpenAI · 30 Jul 2026 · 02:00 CESTRead story →Original ↗

Automation & Agents

ChatGPT is now a partner for your most ambitious work

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ChatGPT Work is an agent that can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work. Introducing ChatGPT Work, an agent in ChatGPT that helps you take on more ambitious tasks. It can gather information across your apps and workflows to create finished materials like sheets, slides, docs, and web apps, and stay with complex projects for hours by breaking them into smaller steps and completing them independently. With Codex technology built-in, ChatGPT can now move beyond…

OpenAI · 9 Jul 2026 · 12:00 CESTRead story →Original ↗

Automation & Agents

New OpenAI Academy courses for the next era of work

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AI is giving organizations a new capacity to act. Work that once waited for scarce time or expertise can increasingly move forward with AI. But that promise only becomes real when people know how to apply these tools in the context of their work and turn successful uses into repeatable ways of working. At OpenAI, we view learning as part of deployment. We build the models and products and work closely with organizations applying them across their businesses. OpenAI Academy turns those insights into practical learning that helps organizations build…

OpenAI · 12 Jun 2026 · 12:00 CESTRead story →Original ↗

Automation & Agents

How Endava is redesigning software delivery around AI agents

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By making AI part of daily work, Endava is accelerating delivery and reshaping enterprise workflows. Endava is a global technology services company that has spent more than 25 years helping enterprises solve complex business problems through technology. Today, that mission increasingly centers on AI. But for Endava, adopting AI meant more than introducing new tools. It required rethinking workflows, leadership behaviors, and how teams collaborate across the business. We sat down with Matthew Cloke, CTO, to hear how Endava is embedding AI across the organization, redesigning software delivery around agents,…

OpenAI · 4 Jun 2026 · 14:00 CESTRead story →Original ↗