
Calling future crypto leaders! 📣 We're taking crypto offline, #CEM2025 style! IRL workshops, alpha talks, and hands-on Web3 sessions, near you 👀 Follow to see how you can #LiveWithCrypto. #EventwithBitget #Blockchain4Youth
DICTATOR I ALPHA
2.1K posts

@DictatorAlpha99
💥 ⁹⁵⁰ 💥 Alpha Trader I DEGENERATED 💎 I EARLY INVESTOR I FLASH TEAM🌙🚀

Calling future crypto leaders! 📣 We're taking crypto offline, #CEM2025 style! IRL workshops, alpha talks, and hands-on Web3 sessions, near you 👀 Follow to see how you can #LiveWithCrypto. #EventwithBitget #Blockchain4Youth



JUST IN: 🇨🇳 Chinese court rules companies cannot legally fire employees simply to replace them with cost-saving artificial intelligence.




ACN is LIVE! Binance Alpha: binance.com/en/alpha/ether… KuCoin: kucoin.com/trade/ACN-USDT Gate.io: gate.com/trade/ACN1_USDT Bitget: bitget.com/spot/ACNUSDT HTX: htx.com/ur-pk/trade/ac… MEXC: mexc.com/exchange/ACN_U… BingX: bingx.com/en/spot/ACNUSDT Uniswap: app.uniswap.org/explore/tokens… New Token Contract Address: 0x3e76dd57E649A263a532cC9bcC58b32A065fB2a4



The people building ChatGPT, Claude, and Gemini didn't learn AI from a YouTube playlist. They read these 12 textbooks. All FREE. (MUST BOOKMARK) > lnkd.in/gytjT5HC Foundations of Machine Learning > lnkd.in/dgcB68Qt Understanding Deep Learning > mlsysbook.ai Machine Learning Systems > algorithmsbook.com Algorithms for Decision Making > lnkd.in/g2efT6DK Deep Learning (Goodfellow) > lnkd.in/guxqxcZZ Reinforcement Learning (Sutton & Barto) > lnkd.in/d4eNP-pe Distributional RL > marl-book.com Multi-Agent RL > lnkd.in/g-WtzvwX Agents in the Long Game of AI > fairmlbook.org Fairness in ML > lnkd.in/g-isbdjj Probabilistic ML Vol 1 > lnkd.in/gJE9fy4w Probabilistic ML Vol 2 Written by the researchers who actually built the field. Most will bookmark this and never open it. The ones who finish book one this week will be unrecognizable in 12 months.



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Mark Cuban sold Broadcast dot com to Yahoo for $5.7 billion in 1999. He spotted the internet wealth transfer before most people had email. This time he quietly called the next one. “33 million companies in this country. No AI budgets. No AI experts.” Read that twice. He’s not talking about startups. He’s talking about the dentist with three locations. The freight broker in Memphis. The family manufacturer running on spreadsheets from 2011. They’ve heard of ChatGPT. That’s where it ends. For twenty years, software worked like a landlord. One product, millions of tenants, everyone pays rent and nobody gets to move the walls. AI flips the lease. The product can finally shape itself around the business instead of the other way around. Which opens a door nobody is talking about. Someone has to walk into these 33 million companies and do the work. Sit across from a 62-year-old owner, understand how his invoices move, hand him back a system that saves him 15 hours a week. That person is not going to come from OpenAI. Every smart 22-year-old right now is sprinting toward the same five labs. Cuban is pointing at the empty chairs in every other room. Here’s the arbitrage: you don’t need to train a model. You need to know one industry cold and speak fluent AI. The last time this setup existed was 1999. Every small business needed a website and almost nobody local knew how to build one. The operators who figured out dentists, restaurants, and contractors built agencies that printed money for a decade. This time the ceiling is ten times higher. 33 million companies. A handful of people who can help them. The math does the rest. Cuban saw the gap first. Whoever moves next owns the decade.


This is my 3rd week as VP of Engineering DeFi at @Polymarket , and I'm going to be straight: the traction @Polymarket has seen has massively outpaced our infrastructure, and we haven't done nearly enough to scale to keep up. I hear you, and fixing this is our entire focus. We're a major company now, and we need to engineer like one. Here's exactly what we're doing: - Onchain data latency. We're working on making this near-instant so the experience is incredible. - Chain migration. We need more block space, cheaper gas and much smaller block times so settlement is instant. - Transactions are getting cancelled. We understand this is one of the most frustrating issues right now, and we have a complete fix coming very soon. - Massive focus on the website to make it faster, more responsive, and with better UX. - We added observability everywhere. Proper alerting so we catch issues ourselves, market makers should not be the ones telling us something is down. That's been unacceptable, and we know it. - E2e tests throughout, starting with the CLOB, so issues get caught in CI before anything ships. - CLOBv2 is not a rewrite. It won't improve performance or stability on its own; it's an upgrade that unlocks us to move fast right after. We'll do better with communication next time. - We are rebuilding the CLOB from the ground up. Most important thing we're doing. Without it, we can't be the best DeFi exchange in the world. We know it, we're on it, it's mission critical. - Unified TypeScript SDK for all APIs, which is shipping soon. - Unified API. One WS connection for everything, with a schema that's actually readable. - New Polymarket contract in the works that unlocks things that are simply impossible on the current protocol. - New hires: Head of QA Automation, Head of Dev Tooling, Head of Internal Tooling, Head of Data Engineering. - Smaller, dedicated teams. Fewer focus points per person, clearer ownership. People do what they're good at and are accountable for it. - Working closely with customer support to give them real debugging tools so any user issue gets properly diagnosed, not lost. - Proper communication with marketing and market makers so everyone knows what's coming and when, and MM can submit feature requests with a clear path to get them into engineering and shipped. - Working with 4 security teams daily to ensure we're super secure and that funds are always safe. - Perps incoming. Brand new contracts and a backend built from scratch in Rust. We're proud of this one. - A lot of other fixes are running in parallel right now. Starting next Friday, I will be posting weekly engineering updates. I joined because I genuinely believe in what @Polymarket is trying to do. @shayne_coplan built this so the world has somewhere to go to find out what's actually going to happen, not what the media thinks, not what a pundit says, but what thousands of people are willing to put money on. But right now, our engineering isn't living up to that. We've let people down, and I'm not going to dress that up. I came here to fix it, and that's exactly what we're going to do. The next few months are going to speak for themselves. Stay with us.






