Several exchanges in the crypto space seem to have deeply integrated AI this year, except for BN. The intention is good, but if not careful, one can easily be led astray by AI hallucinations 😂 On one company's AI summary feature, the page of @AIWayfinder shows "has become the target of an organized retail pump," but the referenced tweets have almost no exposure. @humafinance's page shows "limited visibility," but the referenced tweets are unrelated to Huma 😅 Another company even got the project's Co-Founder wrong... I suggest that such products increase the confidence level in their settings, as this is external information display, and the user base is not small, which is different from using AI tools internally. They could also consider integrating @Mira_Network's verification service to reduce AI hallucinations. (The AI summary page of Wayfinder has already been reported and taken offline.) Both of these projects have had updates recently; Huma S1's airdrop content and exposure are quite substantial, definitely not "limited visibility"; Wayfinder, as one of the leaders in DeFAI, opened its previous Alpha testing version this week, including: - Various AI Agents: Transaction, Contract, Perpetuals, Prediction - Support for trading, lending, and deploying on HyperliquidEVM - Seamless cross-chain trading, supporting deposits via Stripe - Discovery feature, integrating Top Gainers, Pump Fun Graduates, Yield Opportunities, Related Articles I personally think the most distinctive features are Discovery and Prediction, one can become the daily operation homepage for Degen; the other deeply integrates Polymarket, using AI to improve the success rate of bets. The biggest challenge for projects in this cycle, I believe, is that Crypto Native hasn't grown, and products must break out of their niche. There are 3 ways to break out: 1. Use AI to lower user costs and attract Web2 traders, like @AIWayfinder. 2. Add new assets on-chain to attract Web2 investors, like @JarsyInc. 3. Use blockchain to solve industry and daily life problems, like @humafinance @sign. I'll open another post to discuss in detail when I have time.