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AUTOMATION

  • Agentic AI: Beyond Intelligence to Execution and Action
    Agentic AI: Beyond Intelligence to Execution and Action

    By

    @ingliguori

    –

    Agentic AI = more than intelligence • Proactive decisions
    • Goal-driven actions
    • Context awareness
    • Real-time learning
    • Human collaboration
    • Resource optimization
    • Scalability
    • Ethics It’s not about answers anymore.
    It’s about execution. #AgenticAI #AI

    → View original post on X — @ingliguori

  • NVIDIA Presents Vision-Language Models and AI Agents at ISC West
    NVIDIA Presents Vision-Language Models and AI Agents at ISC West

    By

    @nvidiaai

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    Live from ISC West 2026. NVIDIA and our partners are showcasing how vision-language models (VLMs) and AI agents reimagine operations by turning video streams into real-time insights. 🧵 1/5 [Translated from EN to English]

    → View original post on X — @nvidiaai, 2026-03-26 18:01 UTC

  • Factory 2030: Software-Defined Transformation Over Hardware Cycles

    By

    @fogoros

    –

    The factory floor of 2030 will be defined by software, not hardware generations. The companies building toward that future are not waiting for the next full hardware replacement cycle. They are starting the software-defined transition now, with the assets they already have.

    → View original post on X — @fogoros

  • Remote Work Solution for AI and Workforce Integration

    By

    @tunguz

    –

    Or – hear me out – let them work remotely.

    → View original post on X — @tunguz

  • LangSmith for Startups: Free Credits and Tools to Scale

    By

    @langchain

    –

    LangSmith for Startups gives early stage teams the tooling and community they need to iterate faster and win bigger. Observe, evaluate, and deploy your agents — now with free credits to help you get started. Our Scale program offers: • $10,000 in LangSmith credits •

    → View original post on X — @langchain

  • LangSmith Fleet Integrates Microsoft 365 Tools

    By

    @langchain

    –

    LangSmith Fleet now supports Microsoft 365 tools. Now you can:
    → Build an agent that triages your Outlook inbox and drafts replies
    → Access Sharepoint docs so your agent has the context it needs
    → Connect any agent to Teams so your whole team can use it Try Fleet:

    → View original post on X — @langchain

  • Agents Need CLI-First Service Provisioning, Not Web UIs

    By

    @karpathy

    –

    When I built menugen ~1 year ago, I observed that the hardest part by far was not the code itself, it was the plethora of services you have to assemble like IKEA furniture to make it real, the DevOps: services, payments, auth, database, security, domain names, etc… I am really looking forward to a day where I could simply tell my agent: "build menugen" (referencing the post) and it would just work. The whole thing up to the deployed web page. The agent would have to browse a number of services, read the docs, get all the api keys, make everything work, debug it in dev, and deploy to prod. This is the actually hard part, not the code itself. Or rather, the better way to think about it is that the entire DevOps lifecycle has to become code, in addition to the necessary sensors/actuators of the CLIs/APIs with agent-native ergonomics. And there should be no need to visit web pages, click buttons, or anything like that for the human. It's easy to state, it's now just barely technically possible and expected to work maybe, but it definitely requires from-scratch re-design, work and thought. Very exciting direction! Patrick Collison (@patrickc) When @karpathy built MenuGen (karpathy.bearblog.dev/vibe-c…), he said: "Vibe coding menugen was exhilarating and fun escapade as a local demo, but a bit of a painful slog as a deployed, real app. Building a modern app is a bit like assembling IKEA future. There are all these services, docs, API keys, configurations, dev/prod deployments, team and security features, rate limits, pricing tiers." We've all run into this issue when building with agents: you have to scurry off to establish accounts, clicking things in the browser as though it's the antediluvian days of 2023, in order to unblock its superintelligent progress. So we decided to build Stripe Projects to help agents instantly provision services from the CLI. For example, simply run: $ stripe projects add posthog/analytics And it'll create a PostHog account, get an API key, and (as needed) set up billing. Projects is launching today as a developer preview. You can register for access (we'll make it available to everyone soon) at projects.dev. We're also rolling out support for many new providers over the coming weeks. (Get in touch if you'd like to make your service available.) projects.dev — https://nitter.net/patrickc/status/2037190688950161709#m

    → View original post on X — @karpathy, 2026-03-26 16:10 UTC

  • We Were Made to Use Agents Not Set Them Up

    By

    @danshipper

    –

    we were made to use agents not set them up!

    → View original post on X — @danshipper

  • Telecom Network Autonomy: Moving Beyond Real-Time Data Limitations

    By

    @ronald_vanloon

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    Most telecom operators are optimizing their networks with 15-minute-old data. Offline files.
    Batch transfers.
    Human review. And we wonder why autonomy is stuck at Level 3. At MWC, I sat down with Joe Constantine from @ericsson to unpack what it really takes to move from

    → View original post on X — @ronald_vanloon

  • Microsoft Teams improvements spark collaboration tool innovation race

    By

    @steipete

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    Microsoft already shipped some amazing MS Teams improvements, the door is open for others too! Slack folks should join the party in a few days, talking with the team there.

    → View original post on X — @steipete