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If you’re someone actively exploring the AI era, you should have your own Discord Server. I call my Discord Server the “Doomsday Cabin.” The name might sound a bit dramatic, but it’s genuinely my most relied-upon work environment right now. “Doomsday” is a mental anchor I set for myself—the imagery helps me imagine being in the quiet of a wilderness, having one place I know still works, storing everything important to me. No matter how noisy or fast-changing things get outside, I still have a quiet place to continue working, thinking, and iterating.

For the past few years, the story of AI getting stronger has been straightforward: throw more training compute at it, feed it more data, make the model bigger. Think of it as reading more books and doing more practice problems—cramming capability into parameters during training. But recently, the winds may be shifting: a model doesn’t necessarily need to keep growing; as long as it “thinks a bit longer” when facing hard problems, results can improve significantly.

You wouldn’t wire $50,000 through a random website you found via Google ad. Yet that’s exactly what crypto wallets ask you to do every day—except when it goes wrong, there’s no bank to reverse the transaction, no fraud department to call, no chargeback to file.

DeFi has become more powerful, but also more complex. Users are not lacking tools — they are lacking a partner who can carry some of the burden. Over the past months, my team and I have been working on something I believe is deeply important: an Agent that can genuinely accompany you in the DeFi world — Owlia.

One of the most talked-about subjects at DevCon was account abstraction. Recently, you may have noticed acronyms and abbreviations like AA, EOA, SCW, and 4337 in a variety of presentations, panels, and streams. After reading these two sentence s, your brain must already be hurting. Next, I’ll try to help you figure out what all these terms and ideas really mean. This article is not a serious technical document, so it may use words that aren’t exact but are easy to understand. You are invited to use it as a starting point to learn more about these technologies.