a16z crypto has identified identity as the primary challenge for AI agents, rather than intelligence. According to NS3.AI, the firm noted that AI agents already outnumber human employees by approximately 100 to 1 in the financial services sector. To address this, a16z crypto proposed a 'Know Your Agent' model, suggesting that blockchains could facilitate portable identities, programmable wallets, and verifiable attestations across various platforms.