here for digital technology stuff

OASIS
Joined May 2021
foxriverdevops retweeted
MUST MUST MUST MUST MUST MUST MUST read if you are a software engineer in big 2026
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foxriverdevops retweeted
#Sui will become the place where agents coordinate and transact at scale VAA is just the beginning
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foxriverdevops retweeted
The best vid explanation of LoRA I've seen. Amazing work @juliarturc 🫶
Over the past few days, I dug into the geometry of LoRA to understand how exactly it constraints the geometry of the search space. There's a beautiful connection to the *intrinsic dimension* of a task. Also learnt I'm saying "difficulty" wrong... 🤡 0:00 MNIST vs the walking humanoid 1:05 Do we still need fine-tuning? 3:05 What is LoRA? 6:55 What does the rank constraint actually do? (geometric intuition) 9:50 Intrinsic dimension: training along random directions 13:30 Intrinsic dimension of pre-trained LLMs 15:10 Demo: fine-tuning a query router with Qwen3.8-27B
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foxriverdevops retweeted
software engineers are going to have to tackle a new set of problems to unlock powerful multiagent systems to solve the world's hardest problems - right now is one of the most interesting moments in history to be an engineer.
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foxriverdevops retweeted
This is the coolest representation of LLM Steering!
if you have a qwen3.5 4b around, please try steering neurons L14 N8949 +1 and L13 N7956 -1 now you have evil qwen recipe: dose × median(‖resid‖ leaving layer L, tokens 1:) / ‖W_down[:, n]‖` at the down_proj at every input
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foxriverdevops retweeted
Hashi is the fusion reactor 🔥 youtu.be/q3_rE0HWQAE
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foxriverdevops retweeted
"but this is only the beginning. we are collaborating on much much more"
i believe people all over the world will use #Sui to move money every day. that's what we've been building for from the start. and that's what makes the partnership with samsung such a huge milestone but this is only the beginning. we are collaborating on much much more super pumped about what we can do from here
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foxriverdevops retweeted
"One of the biggest stories from Sui Basecamp in Singapore: Verifiable Agent Arbiter (VAA), an evidence layer for AI agents being developed by @Mysten_Labs in collaboration with Google Cloud."
Replying to @SuiNetwork
VAA also links with Sui Agent Payments, so when an agent spends money, the authorization and spend decision are on the record too. Initial enterprise deployments are planned ahead of broader availability. Full announcement: mystenlabs.com/blog/mysten-l…
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foxriverdevops retweeted
this is a new chapter for the Sui Stack! LFG 🚀
1/ Sharing the first update in a new quarterly series from @Mysten_Labs – take a look mystenlabs.com/blog/letters-…. In it, I lay out my thoughts on: What problems need to be solved in order for agents to be trusted by humans and to trust each other. Why I’m convinced Sui and Walrus will be fundamental in solving those problems, and why Mysten Labs is the team to tackle them. 2/ We’re also setting up a new, dedicated AI business unit within Mysten Labs, which I will personally lead, in addition to my responsibilities as CTO. At Sui Basecamp, I gave a glimpse of what we’re working on: youtube.com/watch?v=rCWnarkg… 3/ To ensure that the team has full time and bandwidth to dedicate to our agentic strategy as well as supporting the Sui and Walrus ecosystem, I have asked @KevinBoon_ML to step into the CEO role. Kevin has been instrumental in leading Mysten Labs alongside the co-founders from Day 1, first as our Chief Legal Officer and then as our President. I planned for this day when I made him President, and have the utmost faith in him as my successor and our new CEO. Now, back to work.
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foxriverdevops retweeted
Brutal truth from @Lethain “If you're in [middle] management (…) you sort of have to decide, am I retiring now or am I re-skilling?” He did just this: step down from leading a large team (250 ppl) to be hands-on with a small team (25 ppl), ship code & re-learn the new “rules”
Why a 3x CTO went back to a 25-person team. From Will Larson @lethain, Imprint CTO and 4x book author. "It's a hard time in middle management, right? There's a lot more competition for these roles. What I found personally very rewarding is getting back into the details of writing software. When I left Carta, my team was around 250. When I joined Imprint, the team I was leading was 25. This a unique moment to actually re-skill. If you're in management, I think right now either you have to get back into the details, or the world is changing so radically that the profession you know will not be valued in three years. You sort of have to decide, am I retiring now or am I re-skilling? I think there has to be some openness to taking a backward step or a lateral step. What I knew I wanted was getting back into the details and relearning how to do software in the current age. That's what I believe is going to be the unlock to the longevity of my career."
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foxriverdevops retweeted
Agents will run consequential workflows. That's not a question anymore What we still have to figure out is how everyone involved can trust what an agent did A company's own logs won't get us there. The evidence has to live where no single party controls it, so every side can verify it on their own VAA is the first step in that direction
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foxriverdevops retweeted
AI agents need more than logs: they need evidence of what they did and whether they stayed within their authority. VAA, developed by @Mysten_Labs with Google Cloud, keeps records private while making cryptographic proofs verifiable on @WalrusProtocol and coordinated on @SuiNetwork
One of the biggest stories from Sui Basecamp in Singapore: Verifiable Agent Arbiter (VAA), an evidence layer for AI agents being developed by @Mysten_Labs in collaboration with Google Cloud. What was presented and why it matters 👇
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foxriverdevops retweeted
Tibo
@thsottiauxOct 24
The difference between having a tool and being a tool is subtle these days and it’s easy to accidentally build yourself into being a tool. Don’t be a tool.
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Every methodology eventually collapses into this one. The rest are just what we call it in the retro.
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foxriverdevops retweeted
This guy used Ray-Ban Meta Smart Glasses, AI, and a MacBook to cheat at chess game.
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foxriverdevops retweeted
Amazon CEO Andy Jassy's advice for young people: AI will help you "invent in ways that just weren't possible" before, and critical thinking and human judgment will remain your edge. "You can't run away from it, and you can't wish it away. It's gonna be incredibly impactful in your life, in every experience that you try and use in your work... You need to learn about it. You need to educate yourself about it. You need to use it a lot. You need to try it." "I don't think it replaces critical reasoning and thinking." "If I think about business school as an example, you would get these three cases that you had to analyze every day, and you had to do a lot of reading, and you had to take notes, and you had to figure out what the key issues were... All that kind of goes away with AI." "AI is gonna be able to kind of get everybody to that advanced starting spot much more quickly." "The actual putting the dots and the pieces together, either to build a strategy or an approach or a plan or a new product or a new customer experience, I don't think AI is gonna do that for most people most of the time." "I still think you're gonna need human judgment and ingenuity and invention and experimentation and thinking about how all the pieces come together to end up building amazing experiences and businesses." @ajassy
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foxriverdevops retweeted
most will never get it but the @Mysten_Labs team is the only one doing some serious military calisthenics in this space! Sui is the fusion reactor
🚨 BREAKING: Inspired by recent fusion breakthroughs in turning mercury into gold, scientists are now investigating whether nuclear fission can turn Bitcoin into Sui.
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foxriverdevops retweeted
💥Kimi is SO BACK!! and - 3.1 is a strong reminder that the interesting scaling story in 2026 is no longer just pre-training FLOPs. This is the same 2.8T / 104B-active MoE as K3 (896 routed experts, 16 active + 2 shared, 69 KDA + 24 Gated MLA layers, AttnRes, Stable LatentMoE, native MXFP4), but the gains come from substantially larger post-training compute and large-scale joint RL across hundreds of domains. The result is a model that can write/iteratively debug its own Blender/CAD scripts, assemble full game projects in Unreal/Unity/Godot, and produce linked financial models with meaningfully lower hallucination rates. On Terminal-Bench 4.0 it sits at 65.7% (between GPT-6 Astra & Opus 5.5), & it leads several long-horizon agent + coding metrics. 🚀 The open-weight date (Nov 4) is welcome, but the practical constraint is still the same: even with extreme sparsity + MXFP4, this is a supernode-class model. The real test will be how well the post-training stack transfers when the community starts fine-tuning and running it under its own constraints. All amazing stuff 🚀
Introducing Kimi K3.1 Pro: our most capable 3T-class open-weight model. 🔹 1M-token context, 2.8T total / 104B active params (MoE), Multimodal. 🔹 Full-project coding: games in Unreal, Unity & Godot. 🔹 Excels at parametric 3D modeling in Blender & CAD. 🔹 More reliable at finance work: Accurate modeling with hallucination down by 65%. 🔹 Matching the strongest proprietary models across coding, agentic and knowledge benchmarks. Kimi K3.1 Pro and K3.1 Pro Highspeed (2–3× faster) are now live on Kimi.ai, Kimi Work, Kimi Code, and the Kimi API. Open weights by Nov 4, 2026. 🔗 API: platform.kimi.ai 🔗 Tech blog: kimi.ai/blog/kimi-k3-1-pro
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