
If you are considering taking a job offer, you may want to ask what your token budget will be.
Igor
980 posts

@igorsyl
Building in AI/Crypto. Software Engineer and Physicist.

If you are considering taking a job offer, you may want to ask what your token budget will be.

I’m not big on identities, but I am extremely proud to be American. This is true every day, but especially today—I firmly believe this is the greatest country ever on Earth. The American miracle stands alone in world history. I believe in techno-capitalism. We should encourage people to make tons of money and then also find ways to widely distribute wealth and share the compounding magic of capitalism. One doesn’t work without the other; you cannot raise the floor and not also raise the ceiling for very long. The world should get richer every year through science and technology, but everyone has to be in the “up elevator”. I think the government usually does a worse job than markets, and so we need to encourage our culture of innovation and entrepreneurship. I also believe that education is critically important to keeping the American edge. I believed this when I was 20, when I was 30, and now I am 40 and still believe it. The Democratic party seemed reasonably aligned with it when I was 20, losing the plot when I was 30, and completely to have moved somewhere else at this point. So now I am politically homeless. But that’s fine; I care much, much more about being American than any political party. I’d rather hear from candidates about how they are going to make everyone have the stuff billionaires have instead of how they are going to eliminate billionaires. The American experiment has always been messy. I am hopeful for another great 250 years. Happy 4th!







Most fascinating part of the CLARITY act in the House is the bright line decentralization test. Pass - token is a commodity ✅ Fail - token likely a security❌ According to chatgpt... BTC, ETH, LTC, XMR, Doge currently pass. XRP, BNB, SOL, Tron, Aptos, Sui currently fail.





Neither $TAO nor $KAS are structurally and Architectural equipped for decentralized AI at scale. TAO’s limitations go far beyond Substrate. It lacks encrypted memory, persistent agent state, sovereign storage, private identity, and any form of on-chain model training. It still relies heavily on AWS and has no native memory for agents or AI. Switching to Kaspa doesn’t solve this. Kaspa is optimized for speed, not depth. It has no compute layer, no agent runtime, no encrypted memory, no privacy, and no ability to host verifiable or sovereign AI. Even smart contracts are still a dream outsourced to third-party teams trying to duct-tape something onto L2s. Kaspa is fast and wide like the Amazon River sure. But what’s flowing through it? You can’t run an AI economy on a payments pipe. That’s like suggesting Visa should host OpenAI just because it’s fast. Most people in TAO see subnets doing “something” and get excited by slick frontends. But under the hood, it’s mostly old OpenAI or other pre-trained models wrapped in a UI. No models are being trained. No decentralized AI is being created. It’s just inference hitting centralized APIs. Take Chutes, for example. Marketed as decentralized compute, but it lacks training, encrypted memory, agent persistence, and any sovereign infra. It’s deployment theater just spinning up models on AWS with some UI sugar on top. They all just farming and enjoying emissions with beautiful User interfaces. No one asks the hard questions. In crypto, loud marketing often wins over real architecture. There’s only one protocol I’ve seen that can actually solve this at the base layer: $QUIL. I’m not here to shill. Don’t invest if you’re unsure. But if you understand architecture, read the whitepaper or wait for 2.1 and see what it enables. This isn’t hype. It’s a pointer for those who can tell the difference between frontend noise and substrate gravity. Do your homework. You don’t need to be a protocol expert or rocket scientist , but it’s your capital. Don’t follow the loudest voice follow the logic. Many don’t understand what they are talking about and can easily mislead people who decide to be sheeps eg. 👇🏼


SSL for AI Models inferencelabs.com


Who is behind it? (5/7) Templar @tplr_ai is owned by @DistStateAndMe The team does a great job and is consistently in the top 10 subnets in the #Bittensor ecosystem 🔥
