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How does a brokerage firm work?
The brokerage executes the transactions you tell them to make on your behalf. Other than acting as your agent for those, and maintaining your account, and charging a fee for the service, they have no involvement -- they do not attempt to predict optimal anything, or hold any assets themselves.