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All of the 10 reds 🔴 are new alpha being worked on #Sui right now

Most infra today assumes you’re building alone. The Sui Stack assumes you’re building together - collaborating with users, data, other apps, and agents. It’s not just new plumbing. It’s a rethink of how software is supposed to work. Here’s how 👇

at the gym thinking about distributed systems so i can be more autistic

Software Engineers are not paid for writing code. They’re paid for solving problems. The faster you accept this, the better your life and career will be.
"If you look closely at the chains that truly drive innovation and academic collaboration, there’s a clear pattern, and #Sui embodies it." 🌐
Sui is once again an official sponsor of ACM CCS, one of the world’s top conferences on security & privacy, where the future of innovation is forged. Along with last year, Sui stands out with record research paper acceptances and side events rivaling even the Ethereum…



Sui is once again an official sponsor of ACM CCS, one of the world’s top conferences on security & privacy, where the future of innovation is forged. Along with last year, Sui stands out with record research paper acceptances and side events rivaling even the Ethereum…



This unlocks a ton of new use cases on @SuiNetwork private stablecoins, selective-disclosure commerce, private KYC & identity proofs, credit-bounded DeFi, private voting, cross-chain intents… and adds even more utility to Nautilus. Uff 🔥
After many requests, Poseidon hash has been selected as the next native cryptography feature for Sui mainnet. Poseidon is ideal for fast circuits inside Zero Knowledge Proof systems, where traditional hashes like SHA256 are too heavy. Poseidon works directly over prime fields,…

"#concordium's doing something most chains can't pull off: protocol-level identity with ZK-proofs for selective disclosure. you can prove you're compliant without doxxing yourself what makes it different is this isn't bolted on, it's baked in. that's why you're seeing…
🔑@Ledger's partnership with Concordium marks a new era for PayFi. Bringing Age-Verified Access and Age-Verified Payments to millions worldwide. Users can verify attributes like age or region on-chain and pay faster, cheaper, and more reliably with stablecoins on Concordium.
After many requests, Poseidon hash has been selected as the next native cryptography feature for Sui mainnet. Poseidon is ideal for fast circuits inside Zero Knowledge Proof systems, where traditional hashes like SHA256 are too heavy. Poseidon works directly over prime fields,…

@kostascrypto | #Sui: built for AI, Robotics 🤖 and Quantum Computing #TOKEN2049 youtu.be/QRdWqJ_8Zls
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YouTube
Kostas Chalkias - Sui: Built for AI, Robotics, and Quantum Computing...
Harvard Professor reveals the 5-phase path every ML systems engineer follows but almost no one talks about. Completely free, continuously updated and collaboratively developed on GitHub. Link in comments

study the #Sui Stack. no other L1 comes close in the talent they already have and are able to attract 🧠

@kostascrypto | #Sui: built for AI, Robotics 🤖 and Quantum Computing #TOKEN2049 youtu.be/QRdWqJ_8Zls
youtube.com
YouTube
Kostas Chalkias - Sui: Built for AI, Robotics, and Quantum Computing...
Occam’s Razor: the simplest explanation is usually the right one. @SuiNetwork success might not be about luck or marketing, it’s that the founders @Mysten_Labs attract and have access to the kind of builders, investors, and networks that only exist in Silicon Valley. Access…
@kostascrypto | #Sui: built for AI, Robotics 🤖 and Quantum Computing #TOKEN2049 youtu.be/QRdWqJ_8Zls
youtube.com
YouTube
Kostas Chalkias - Sui: Built for AI, Robotics, and Quantum Computing...
“real engineers won’t use agents to code” said the naysayers
I've shared the full transcript of every agentic coding session from implementing the unobtrusive Ghostty updates and provided commentary alongside about my thinking and process. Total cost: $15.98 over 16 sessions. "Vibing a Non-Trivial Ghostty Feature" mitchellh.com/writing/non-tr…
We’re now running 20 LLMs and 17 agents. Adding a new LLM takes seconds. Adding a new agent takes a couple more. I used to wire this all up by hand. With @LangChainAI, it’s been seamless.
Most "agents" today are shallow while loops around an LLM and tools. Works for simple tasks, but fails when a task requires 50+ steps over several days. To solve complex problems, we need an architectural shift towards Deep Agents (Agents 2.0). We have to decouple planning…

glad to see "deep agents" gaining more steam! great writeup by Philipp code for deepagents on top of langgraph: github.com/langchain-ai/d… LangChain Academy course on deep agents: academy.langchain.com/courses/deep-a…
Most "agents" today are shallow while loops around an LLM and tools. Works for simple tasks, but fails when a task requires 50+ steps over several days. To solve complex problems, we need an architectural shift towards Deep Agents (Agents 2.0). We have to decouple planning…

For actual retail the market looks like it dropped 25-30%. Not great, but business as usual for a volatile asset. If you understand what liquidation is you are not retail. Investing platforms don't allow users to do margin until they pass a test. Because it isn't for retail.
Ever since I made a video about Fourier Transforms, one of the most requested topics on the channel has been its close cousin, the Laplace Transform. I've been having a lot of fun animating a mini-series about this topic, and the main part is now out. youtu.be/j0wJBEZdwLs
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YouTube
But what is a Laplace Transform?
What if your LLM inference automatically got faster the more you used it? Introducing ATLAS from the Together AI Turbo research team. Read more: togetherai.link/atlas Here’s Together AI Founder and Chief Scientist @tri_dao introducing ATLAS:
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