According to @1HowardWu, when AI agents operate on-chain the botting problem could increase 10x as bad actors automate fraud, and he highlights the need for tools that prove humanity; he cites Aleo’s KYA, which uses zero-knowledge machine learning (ZKML) facial detection, as a preventative solution (source: @1HowardWu, X, Aug 26, 2025). For traders, this flags elevated Sybil and fraud risk as AI agents scale on-chain and positions ZK identity and proof-of-humanity infrastructure like Aleo’s KYA as a key area to monitor for adoption and defense-in-depth across crypto markets (source: @1HowardWu, X, Aug 26, 2025).