According to CoinMeta, Robinhood recently introduced a structural innovation by placing its autonomous trading technology within an independent entity Robinhood Labs LLC, while retaining its brokerage services under Robinhood Financial LLC. Whether this architecture is merely a customized organizational choice or a blueprint for brokers to deploy autonomous business without assuming related responsibilities has become a focal point of industry attention. Robinhood Labs LLC explicitly states that it does not act as a broker, investment advisor, futures commission merchant, or fund transfer agent. As disclosed by the company, this entity does not provide investment advice, hold customer funds, or execute trades. The user agreement further reinforces this separation, requiring customers to bear all risks associated with trades executed on behalf of them by AI. Although Robinhood reports that since its launch in May 2026, over 150,000 customers have opened autonomous trading accounts, with the usage of the proxy tool approaching 30 million times per day, these figures are still self-reported and have not yet been independently verified. The intention of this structure is clear: to isolate the high-risk, high-speed operations of AI from regulated brokerage entities.