Projects without hard requirements It's all about cutting a wave with narrative The basic needs of cryptocurrency enthusiasts are very simple 1/Don't let me miss out on earning opportunities 2/Don't make me lose money 3/Don't let me be deceived There are currently only three strong requirements for AI agents in the Web3 field I recently saw this @ TheAceAI Starting from predictive markets such as Polymarket, focus on on on on chain funds, smart money positions, market depth, news evidence, and changes in odds Ordinary users focus on price Alice is looking at who is behind the price, whether there is a basis, and whether there is still room for entry Buying with a wallet is just noise Multiple high win rate addresses betting in the same direction, combined with sufficient liquidity and real evidence, may become a signal So its value is very direct Help users discover opportunities earlier Help users filter out junk opportunities Help users reduce the probability of being deceived by false signals It won't package all markets as opportunities Market expiration, discard Poor liquidity, discard Unclear direction, throw it away The conflict between smart money and real evidence is too great, so let's throw it away The cryptocurrency market does not lack information, what is lacking is judgment and braking Alice AI is more like a cross market AI judgment layer From Polymarket to Sportsbook, as long as the transaction is based on event probability, it compresses scattered information into an executable judgment Remind you when it's time to take action Stop you when you shouldn't have acted The hard requirements that Web3 AI agents should meet