Nemo Lan
1.2K posts

Nemo Lan
@NemoLan
🌸 Web3 Explorer 🔍 NFT • Onchain Research 🚀 Base & Sui Ecosystem ✨ Sharing Alpha & Opportunities





Send money with a link 💸 1. Create a payment link 2. Share it via iMessage, WhatsApp, etc 3. The recipient claims the cash Try it now.











The smarter way to manage your business. No bank hours. No borders. No excuses. Request access now: kast.xyz/business

anthropic warning abt "recursive self-improvement" is everywhere rn. but tbh the real takeaway isn't the panic. it’s that ai self-evolution is officially a technical reality. we’re past the era of just humans training models. ai is writing its own code, calling tools, getting real-world feedback & looping that back to upgrade itself. the self-evolution loop is live. but here's the catch: once agents evolve through autonomous actions, raw capability isn't the only metric that matters. how do we verify what an agent actually did? what it learned? what level of access it deserves next? ai self-evolution needs proof, not panic. we need structured track records, verifiable reasoning history & bounded access. that’s the missing infra for a real agent economy. the convo needs to shift from "pause vs accelerate" to verifiable evolution. if ai is building itself, how would u track an agent’s real-world rep? 👇


anthropic warning abt "recursive self-improvement" is everywhere rn. but tbh the real takeaway isn't the panic. it’s that ai self-evolution is officially a technical reality. we’re past the era of just humans training models. ai is writing its own code, calling tools, getting real-world feedback & looping that back to upgrade itself. the self-evolution loop is live. but here's the catch: once agents evolve through autonomous actions, raw capability isn't the only metric that matters. how do we verify what an agent actually did? what it learned? what level of access it deserves next? ai self-evolution needs proof, not panic. we need structured track records, verifiable reasoning history & bounded access. that’s the missing infra for a real agent economy. the convo needs to shift from "pause vs accelerate" to verifiable evolution. if ai is building itself, how would u track an agent’s real-world rep? 👇

most protocols treat u like farmers we treat u like an evolving node neosoul x @0g_labs credentials just dropped 50k total supply but epoch 1 only gets a fraction 20k orbit spots for the early ones 4k vector spots if u actually do shit 140 zenith upgrades for the absolute brains mint opens tmrw 10am utc tell us ur boldest market prediction to get on the radar










