AI Dynamics

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  • Isidore Miller shares hot takes on agents and evaluations
    Isidore Miller shares hot takes on agents and evaluations

    By

    @hwchase17

    –

    was really fun to sit down with @isidoremiller for this one! he has a bunch of hot takes on agents and evals that you're going to want to hear!

    → View original post on X — @hwchase17

  • NVIDIA launches 1.7 million AI-predicted protein complexes

    By

    @ceobillionaire

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    Amazing BioAI resource! From Nvidia in collaboration with @GoogleDeepMind @emblebi and @SeoulNatlUni nvda.ws/4tFuskk NVIDIA Healthcare (@NVIDIAHealth) 🚀 The largest-ever open‑source protein‑complex treasure trove – 1.7 million of AI‑predicted complexes now live in the AlphaFold Database In collaboration with @emblebi, @GoogleDeepMind, and @SeoulNatlUni, we have added millions of predicted complexes to the AlphaFold Database to accelerate global health research. 🧵👇 — https://nitter.net/NVIDIAHealth/status/2042263769959522635#m

    → View original post on X — @ceobillionaire, 2026-04-09 16:34 UTC

  • Give Claude Eyes: Screenshot Skill for Claude Code
    Give Claude Eyes: Screenshot Skill for Claude Code

    By

    @alliekmiller

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    Give me one minute, and I’ll improve your Claude Code experience immediately. This is the first skill I built. And it’s the skill I use most often. *drumroll* It’s a SCREENSHOT skill. And honestly, I’m shocked Anthropic hasn’t built this functionality into Claude Code itself. Claude has access 🔑 But Claude needs EYES 👁️ Here’s what you’re going to do: 1) locate what folder all your screenshots go to (and if it’s your desktop, you’re a maniac, change it). Mine goes to a folder on my desktop called “organized screenshots” 2) prompt Claude Code with the following: Build me a skill called ‘/ss’ that lists out the files in <screenshots folder path> from newest to oldest, and grabs the newest. This is how I will speak to you visually. I also want an argument for the screenshot count – if I type ‘/ss 4’, you should grab the four most recent screenshots in that folder. If I type no number after ‘ss’ then only grab the most recent screenshot. Then, whatever follows after that argument is the action I want you to take. ‘/ss huh’ means I need you to explain the screenshots’ content to me. ‘/ss 3 make infographic plz’ means I need you to grab the last 3 screenshots and use their content to make me a unified infographic. ‘/ss fix’ likely means that I’m screenshotting an error message in code we’re building out and I need you to understand the error message, figure out the bug, and edit the code to fix it. Or, if we’re in the middle of a front end design project, it might mean the design has an error (like overlapping text) to fix. ‘/ss do this’ likely means that I screenshotted a smart thing someone did online and I want us to learn from it and do the same and remix it so it’s the most goal-oriented outcome for me based on what you know about me 3) let it build you the skill 4) go on X 5) scroll through your feed and screenshot one thing you find valuable 6) open a new terminal and prompt Claude with “/ss” + “do this” or “explain” or “turn this into an infographic” 7) enjoy – you just gave Claude eyes 🎉 Let me know how it goes. Again, this is my most used Claude Code skill by a landslide and easily saves me an hour a week. Cc @bcherny @trq212

    → View original post on X — @alliekmiller, 2026-04-09 16:33 UTC

  • Max Agency Podcast: Building Production AI Agents with Hex

    By

    @langchain

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    🎙️Introducing Max Agency Max Agency is a new podcast where we go deep on how the best agents are actually being built: architecture decisions, tradeoffs, evals, and everything in between. Each episode, I sit down with engineering leaders who are doing this work in production. Our first episode features Izzy Miller (@isidoremiller), AI Engineer at Hex (@_hex_tech). Hex has been shipping data agents since before most teams were even thinking about them, starting with single-cell text-to-SQL and graduating to a full Notebook agent that can work autonomously for 20 minutes on a complex analysis. Izzy has a lot of perspective on what it actually takes to get agents working well in production, and what breaks along the way. A few takeaways from our conversation: – Keep your eval sets small enough to hold in your head: Izzy runs 30-50 handcrafted "traps" with multiple repetitions, rather than hundreds of variants. If you can't explain why your agent fails each one, your eval set is too big – Day zero performance is almost irrelevant: The more interesting question is how the agent compounds. Izzy is building a 90-day simulation where the warehouse evolves and the agent has to accumulate understanding – You can catch agent errors without seeing the raw outputs: By running an LLM-as-a-judge over production usage and clustering the results, you can surface places where something likely went wrong, without needing to read individual conversations Watch the full episode on: – Youtube: piped.video/watch?v=Xyh1Eqcj… – Apple Podcasts: podcasts.apple.com/us/podcas… – Spotify: open.spotify.com/episode/1BJ…

    → View original post on X — @langchain, 2026-04-09 16:32 UTC

  • AI News Aggregator Collects Best Papers Daily

    By

    @scobleizer

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    Awesome. You might check out my AI on X news site. It collects all the best papers three times a day:

    → View original post on X — @scobleizer

  • Cloud cost optimization aligning consumption with enterprise value

    By

    @craigbrownphd

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    Cloud cost optimization isn’t about cutting spend—it’s about aligning consumption with value. https://
    tinyurl.com/5y2ct8tk via @LinkedIn #ArtificialIntelligence #MachineLearning #GenerativeAI #EnterpriseAI #CloudComputing #DataPlatforms #CIO #CTO #ChiefDataOfficer #ExecutiveLeadership

    → View original post on X — @craigbrownphd

  • Best AI news site and tech builders lists on X

    By

    @scobleizer

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    I built the best news site to follow the AI community here on X: https://
    alignednews.com/ai And I have the most complete lists of builders in tech industry. By far: https://
    x.com/scobleizer/lis
    ts
    …

    → View original post on X — @scobleizer

  • Large AI Community List Management: 35,000 Accounts Organized

    By

    @scobleizer

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    My lists include EVERYONE. The small accounts are on "AI Community." 35,000 of them.

    → View original post on X — @scobleizer

  • Britain needs cheap power for compute sovereignty and economic competitiveness
    Britain needs cheap power for compute sovereignty and economic competitiveness

    By

    @ninadschick

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    “True sovereignty requires a radical shift to dedicated, low-cost power for compute. Without cheap energy, Britain won’t just lose its factories — it may lose its offices, too.”

    → View original post on X — @ninadschick

  • Early Pioneer: From Siri Launch to AI Industry Curation

    By

    @scobleizer

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    Some things about me. I curate the best of the AI industry. And have done so ever since the very beginning. Been here 19 years. Siri, the first consumer app that used AI, was launched in my home. So no one else can claim to be there "from the beginning of AI." Insta360, the

    → View original post on X — @scobleizer