Buterin stated on September 17 that improvements in models like Qwen 3.8 Flash and llama.cpp have brought local AI close to handling a "large share" of tasks on his laptop. He emphasized that while local inference can enhance privacy, the power to move funds in crypto wallets must remain behind separate, enforceable controls, including transaction checks, hard limits, and human approval, to prevent autonomous financial actions from malicious instructions.