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At Applied Compute, we're not just training models, we're building a model factory. To help researchers scale, we built Ari, our in-house AI research agent. Ari diligently sifts through gigabytes of logs to find evidence of unhealthy behavior, remembers results the team has learned from past experiments, and produces...

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Applied Compute

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41,519 görüntüleme • 18 gün önce •via X (Twitter)

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Increasingly, HTML Artifacts are becoming a core part of how I work with AI agents. Long-horizon agent sessions need a better way to surface insights about what work it has done. This may not be obvious right now, but as you start to let your agent work on dynamic workflows, large codebases, long-running loops (e.g., using /goal), and deep research tasks, you need a good way to present results. Chat window is not it. You also don't want to just trust everything the agents do. Artifacts help provide an important verification layer, which in turn enables important decision-making. I like HTML artifacts because I can just ask the agent to produce as many of them (and in whatever form) as I need to verify the work and make sense out of everything. I even built a nice tab system for my artifacts. They are great for continual learning and research. I use HTML artifacts for logging, tracking experiments, brainstorming, managing my inbox, code reviews, agent session management, deep research, writing, reading, and so much more. I believe Andrej Karpathy wrote about this somewhere: As we move on to more advanced applications of AI agents and outputs get more complex, we will start to find the need for even more advanced forms of interactions with AI, including interactive neural videos/simulations.

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.Sentient has just integrated Messari by Blockworks 's data and research into its AI-powered search platform, Sentient Chat. This partnership basically allows users to access Messari’s research directly through the Agent Hub in Sentient Chat where they can get instant answers and insights from Messari reports. The integration is done via Messari Copilot, which means users can now easily get to Messari’s crypto data without having to dig through extensive reports themselves. Messari's data and research now feeds into Sentient’s Agentic Perplexity, here users can access this in the Agent Hub for all their crypto related questions. Integrating Messari’s research now helps provide an open & community-driven platform for AI-powered search, ensuring that users have access to the best crypto data and insights in real time, while also expanding the functionality of Sentient’s Agent Hub, where users can find and use a growing library of AI agents for various tasks. Now I don't know about you but I know where I'll be getting my stats from moving forward.

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🔐 𝗣𝗼𝘄𝗲𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗡𝗲𝘅𝘁 𝗪𝗮𝘃𝗲 𝗼𝗳 𝗔𝗜 We're proud to partner with Stempoint to secure the future of decentralized AI compute. StemPoint is building one of the most advanced distributed AI infrastructures on the planet, sharded GPU compute, open model libraries, and secure data flows across a global mesh. Now with Naoris Protocol’s Sub-Zero Layer and dPoSec consensus, every node, model, and data packet gains: • Post-quantum cryptographic protection • Real-time validation of compute and algorithms • A decentralized trust layer for sovereign AI 🚫 No more trusting black boxes. ✅ Verifiable AI infrastructure at scale.
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🔐 𝗣𝗼𝘄𝗲𝗿𝗶𝗻𝗴 𝘁𝗵𝗲 𝗡𝗲𝘅𝘁 𝗪𝗮𝘃𝗲 𝗼𝗳 𝗔𝗜 We're proud to partner with Stempoint to secure the future of decentralized AI compute. StemPoint is building one of the most advanced distributed AI infrastructures on the planet, sharded GPU compute, open model libraries, and secure data flows across a global mesh. Now with Naoris Protocol’s Sub-Zero Layer and dPoSec consensus, every node, model, and data packet gains: • Post-quantum cryptographic protection • Real-time validation of compute and algorithms • A decentralized trust layer for sovereign AI 🚫 No more trusting black boxes. ✅ Verifiable AI infrastructure at scale.

NaoX Protocol

23,336 görüntüleme • 1 yıl önce

1/ Yesterday I posted about the revenue inconsistency in the “research” reports that Pudgy is publishing through CoinDesk. In an odd turn, these reports have now been updated to link my tweet as the source for the “1mm toys sold” claim that is at the root of the issue. As you can see below, the report from 2 months ago links out to my post yesterday questioning the numbers. This led me to go out and research and I found a series of inconsistencies from the Pudgy team wrt the revenue numbers they’ve shared through time.
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1/ Yesterday I posted about the revenue inconsistency in the “research” reports that Pudgy is publishing through CoinDesk. In an odd turn, these reports have now been updated to link my tweet as the source for the “1mm toys sold” claim that is at the root of the issue. As you can see below, the report from 2 months ago links out to my post yesterday questioning the numbers. This led me to go out and research and I found a series of inconsistencies from the Pudgy team wrt the revenue numbers they’ve shared through time.

Sergito ❚ ❚

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We're delighted to announce the next cycle of recruitment for our 125th Anniversary Fellows and Chairs is now open! If you are an academic with a strong portfolio of global-leading research, we want to hear from you. Check out our vacancies and apply now:
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We're delighted to announce the next cycle of recruitment for our 125th Anniversary Fellows and Chairs is now open! If you are an academic with a strong portfolio of global-leading research, we want to hear from you. Check out our vacancies and apply now:

Uni of Birmingham

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A new category of companies is emerging in 2026: the AI-native startup. - No sales team. - No research department. - No ops staff. Just an AI agent workforce. And they need AI-native startup infrastructure built for this, not repurposed enterprise clouds. Here is what that stack looks like with Aethir Claw.

Aethir

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After a formative time at OpenAI, I’m launching Maison AGI (Maison AGI), a fashion house creating cultural artifacts for the AI era. Our first collection, Relic of Thought, is a collaboration with Ilya Sutskever (Ilya Sutskever), featuring his original artworks alongside a signature hat modeled after his iconic head. It is a study in conviction and the clarity of vision that gives thought its form. I believe we're living through something extraordinary that deserves to be remembered. Not in research papers or technical model cards, but in tangible objects we can hold, wear, and pass down. Working alongside some of the world's brilliant researchers building Claude and ChatGPT, I've come to realize they are among the most creative minds alive. Research, at its best, is an act of imagination: the ability to glimpse what doesn't yet exist and then build toward it. Many of them remain unseen, even as their work quietly reshapes our future. Though AGI progress can feel incomprehensible from the outside, its story is deeply human - full of curiosity, conviction, and creation. We're bridging that world with the creatives who give form to ideas. This may be humanity's last time to create a hand-crafted project before what we build surpasses us. Each collection is also a message to superintelligence itself: that we cared, and that we tried to make beauty out of understanding.
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After a formative time at OpenAI, I’m launching Maison AGI (Maison AGI), a fashion house creating cultural artifacts for the AI era. Our first collection, Relic of Thought, is a collaboration with Ilya Sutskever (Ilya Sutskever), featuring his original artworks alongside a signature hat modeled after his iconic head. It is a study in conviction and the clarity of vision that gives thought its form. I believe we're living through something extraordinary that deserves to be remembered. Not in research papers or technical model cards, but in tangible objects we can hold, wear, and pass down. Working alongside some of the world's brilliant researchers building Claude and ChatGPT, I've come to realize they are among the most creative minds alive. Research, at its best, is an act of imagination: the ability to glimpse what doesn't yet exist and then build toward it. Many of them remain unseen, even as their work quietly reshapes our future. Though AGI progress can feel incomprehensible from the outside, its story is deeply human - full of curiosity, conviction, and creation. We're bridging that world with the creatives who give form to ideas. This may be humanity's last time to create a hand-crafted project before what we build surpasses us. Each collection is also a message to superintelligence itself: that we cared, and that we tried to make beauty out of understanding.

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