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toly ๐Ÿ‡บ๐Ÿ‡ธ
@toly
Co-Founder of Solana Labs. Award winning phone creator. NFA, donโ€™t trust me, mostly technical gibberish.
7.3K Following    2.7M Followers
Phishing and social engineering is the biggest threat to crypto. Not AI breaking math or quantum computers. Dedicated iOS in lockdown mode and @multisig is probably the best low cost and high roi setup anyone can have
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1) what
๐Ÿš€ Introducing svmLLM and evmLLM ๐Ÿš€ Now you can run Solana and Ethereum smart contract bytecode directly inside LLM transformer weights, checked against reference VMs. Threads, repos, explanations and sample code below.๐Ÿ‘‡
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qts will continue until morale improves
thereโ€™s a perps platform on Solana that did over $100M in volume this month. Itโ€™s called @ImperialPerps no QT from Toly and Matt has no idea it exists I guess? or heโ€™s just acting like he doesnโ€™t? Either way, his performative ignorance is telling
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Donโ€™t pause ai until doubling crop yields has a marginal benefit on the bottom 1b people.
I am for an AI pause, meaning a pause to training frontier models. I think the AI models we have now are amazing. They save an incredible amount of human labor and can help drive science and technology forward and accelerate them enormously. I reckon it would take a decade to even disseminate current AI capabilities through society and make full use of them. Driving the frontier forward from here will massively increase the risks. If we value human life, we should try to keep things at timescale that humans can react. The risks of things happening that most of us find abhorrent will increase a lot otherwise. This will mean not getting some of the benefits of AI, but on balance, I think the risks are now getting too high. Practical ways to implement this pause are: - USA to ban training of new frontier models in a suitable way - USA and China making a treaty and encouraging more countries to join - Enforcement can be via limits on hardware or large data centers, probably both I don't think that this pause should be forever. The goal is to slow down the frontier, let society catch up, and make it more resilient (better resistance to cyber and biological threats, individuals managing more of their life with AI , democratic resilience). In a few years time, we can be in a better place to take the next steps. The goal is not to stop AI and its benefits forever, it's preserving and improving human life through it, and that's only possible by slowing it down to human timescales for now.
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Would an fft of a risc cpu run faster than qwen?
1/4 Meet Qwenputer: Qwen3.5-4B with a full RISC-V CPU inside its weights, using the model's own Gated DeltaNet layers as RAM. It runs C and MicroPython in its forward passes, no external runtime. On DeepMind math: base 55โ€“90%, base + Python tool 95โ€“100%, Qwenputer 97.5โ€“100%.
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You will miss these days. The fed is raising rates because there way too much demand driven inflation while the economy is growing because of a massive private sector build out. When they will start lowering rates it will be because of the opposite.
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US canโ€™t have a war and AI bubble popping at the same time First the war will end then they will backstop the big labs (OpenAI raising less than expected and Anthropic debt rating isnโ€™t good enough)
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A spec so good that Claude can implement it into a full client
Solana has no single document that sets out its protocol rules. They are spread across years of improvement proposals (SIMDs) and the code of its validator clients. @anza_xyz's Brennan Watt (@bw_solana) has proposed one living Solana protocol spec instead: each change becomes a pull request against it, merged only when the change goes live on Mainnet. He has already posted an 18-chapter draft. It is a proposal for feedback; nothing has been adopted.
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Armani Ferrante, CEO of @Backpack, on why Solana is becoming the aggregation layer for everything โ€œSolana has always been marching towards something much bigger than any single exchange. You could call it an API for all of finance, or a parallel economy and financial system. But I think the end state is Solana as the aggregation layer for everything." "Itโ€™s all about importing market structure. Not just crypto-native assets, but the entire economy, because the network effect is money.โ€ @armaniferrante @KyleSamani
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50+ Solana programs, including ten finance apps, all now on @osec_io's Anchor 2 RC2. They're also now using Transaction version 1 - so you can fit more in a single transaction and CU limits are built in!
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People ask why I stopped writing about defi Memecoins took over, views dropped and no incentives But writing such articles will always be my biggest pleasure That's why I'm super grateful to projects like @JPoolSolana (a Solana liquid staking protocol) for supporting me in doing what I love
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๐Ÿšจ Mainnet-beta validators: Agave v4.4.0 is recommended for general adoption. Upgrade now.
You cannot fathom the amount of stories told and developers interviewed for this fucking masterpiece. Incredible effort, insane lineup of investigators, beautifully shot. Fuck Kim Jong Un. ๐Ÿ˜˜
File a ghsa! Solana has a super generous bug bounty program. Up to 25k sol
They should go private then. If they want to be publicly traded then they should allow the public to trade them at the venue of their choosing
Launch your own stablecoin on Solana in under a minute
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Another job taken by robots
head of coffee at an AI startup is kind of an incredible role ngl