Education — April 2026

XDAO SECURITY IN THE AGE OF AI: AUDIT BY ANTHROPIC AND TRAIL OF BITS 🛡

You've probably heard of Mythos — Anthropic's new AI model. It is so powerful that it uncovers vulnerabilities in systems that were considered impenetrable for decades and went unnoticed by human experts. Due to its unprecedented capabilities, Mythos is not yet available to the public — Anthropic has restricted access to Claude Mythos Preview under Project Glasswing, granting it to a limited number of major technology, financial, and infrastructure organizations (including Microsoft, Google, Apple, Amazon, and CrowdStrike) for cybersecurity purposes.

For example, Mythos identified logic errors in cryptographic library implementations that had been used in banking systems and secure communication protocols since the 1990s. What thousands of cybersecurity professionals considered the gold standard of reliability for 30 years, AI deconstructed in a matter of hours.

Anthropic's technology was also applied to XDAO's infrastructure. Through the security audit firm Trail of Bits, we received a report: Mythos discovered a vulnerability in one of the auxiliary modules on EVM blockchains that could theoretically allow minting of DAO LP tokens. Our team promptly reviewed the report and patched the bug immediately upon confirmation by Trail of Bits specialists.

What the community should know

XDAO's core smart contracts also underwent deep scanning by the AI model. No vulnerabilities were found in the system's core. This once again confirms that the protocol's architecture is soundly designed, and that user funds have always been and remain fully secure.

We thank the Anthropic and Trail of Bits teams for their assistance with the audit and their invaluable contribution to strengthening XDAO's security 🤝❤️ In the world of decentralized finance, AI technologies are becoming our greatest ally.

Now let’s take a deeper look at this newly launched service:

👥I see three main groups that might be interested here: 🔵Large influencers — the ones who can drive attention; 🔵Artists — the ones who create; 🔵Scalpers — buy low, sell higher (leveraging the bonding curve mechanics). The idea of monetizing stickers is actually very solid. Not sure why Pavel left it in a “nascent” state for so long and instead focused on Telegram Gifts (which have already lost their hype), as well as lifeless memepads with their meme tokens.

🦅We all remember well that meme tokens are basically a full-on casino - and that cycle has already played out. Even recent narratives from Durov (durikovich, mtonga, etc.) failed to reach even ~250k market cap. And that’s not really about low activity in TON right now. If you look at tokens trending on DexScreener, there are still buys worth thousands of dollars - but those “memes” have been around for years.

📦Essentially, Sticker Pad is a new step in evolution (I honestly can’t recall similar services before). Instead of meme tokens, we’re now creating and “playing” with sticker packs. BUT - I strongly doubt the timing of this launch is ideal. Even weeks from now, this narrative tool might not gain traction unless activity returns to TON. Everything will depend on community interest and крупных influencers with established audiences.

Why do I emphasize big influencers so much? Because only they can kickstart this narrative - for example, by redistributing part of the bonding curve proceeds. I’m sure, that almost every user has a “favorite creator” who could launch a pack and get strong support from their audience.

That creates a win-win situation: the audience supports the creator, the community-driven sticker pack gains popularity and value - and then FOMO kicks in.

@TonNewbieEN

Как ИИ может помочь ученым достичь прогресса в естественных науках

В «Коммерсанте» вышел материал о том, как российские исследователи естественных наук осваивают ML‑методы для применения в своей работе. Например, они хотят обучить нейросеть прогнозировать распространение инфекций — чтобы она учитывала перемещения людей, места контактов и задержки между заражением, симптомами и обращением к врачу. Это может помочь эффективнее бороться с эпидемиями.

Также ИИ планируют использовать: — геофизики — для поиска мест строительства ГеоЭС; — медики — для проектирования индивидуальных модулей протезов.

Освоить ML ученые могут на специальных образовательных программах. Своими проектами с «Коммерсантом» поделились студенты направления «ИИ в естественно‑научных исследованиях» Школы анализа данных «Яндекса», куда открыт набор.

Что думаете по поводу ИИ в науке?

❤️ Очень крутой инструмент, нужно его внедрять! 😎 Надеюсь, это поможет ученым совершать больше открытий 🦾 Дождемся конкретных результатов

@GPTMainNews

It’s time guys!! Class 8 students mark your attendance

https://www.youtube.com/live/DDm4OlY2A9c?si=mY7LePABwdIyDtIu

🎤 The crypto market is drying up: what to do with BTC, ETH, alts, and DeFi right now

A new podcast is out on the channel. The guest is really interesting — Alexey Ten (Head of Growth at MEXC). We talk about the bear phase, why altcoins have become “unclear,” how the market is maturing through RWA/tokenization, and which DeFi strategies still make sense when the hype is gone.

📺 In the video 🌀 Why liquidity has been draining from the market since late 2025 🌀 Why big money is still accumulating BTC/ETH (ETFs + RWA on Ethereum), while the future of alts looks uncertain 🌀 L2s are no longer “just about scaling”: something else matters now 🌀 Regulation in DeFi and on CEXs 🌀 DeFi strategies: focusing on cash flow and “hard” assets — example pools with gold and BTC on Uniswap

💬 Comment here: Are you more into DeFi “cash flow” strategies right now, or are you still waiting for a classic altseason?

@PilotDAO 🔝 Let’s fly into Web3 together!

🏆 TO BECOME A LEADER, FIRST BECOME AN EXAMPLE FOR YOURSELF

🟣 Leadership doesn’t begin when others notice you. It begins much earlier — the moment you refuse to accept your own excuses.

✅ A leader is someone who sets the bar for themselves — and holds it. ✅ Someone whose actions speak louder than their justifications. ✅ Someone who chooses to move forward every single day instead of standing still.

🔥 If you want to lead others, start by leading yourself. Prove to yourself that your word is the law for your actions.

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