I've been diving for a long time, and recently I've seen people interpret "on-chain large transfers / exchange hot and cold wallet movements" as smart money. I really can't hold back anymore... Honestly, a lot of it is just arbitrage, consolidation, address changing, or even noise made to look like something else. AI agents monitoring this can easily be fed fake signals too.

AI can handle on-chain interactions without issue, but I think a few steps still need human oversight: First is the "signature" step, especially with unlimited approvals, delegate, permit, and such. No matter how smart the agent is, it can be tricked into clicking the wrong thing; second is routing/slippage/private transaction choices—if you go through the public mempool, you're just waiting to be front-run, and in the end, you lose; third is contract upgrades/permission changes—don't let it automatically approve when it sees keywords like owner or proxy. Anyway, my current habit is: the agent handles errands and monitoring, but I make the final decision and sign myself to save some learning fees.