<transcript><audio_65>the future of this type of work is leveraging much greater automation to perform the AI tasks the other thing how</transcript><transcript><audio_66>I'm not hearing what oh well yeah I mean fundamentally it is I mean the basis of algorithmic trading is essentially machine learning algorithms although many of them are based on linear models but there's no reason why you you can't</transcript><transcript><audio_67>apply it you know to use a nonlinear model I'd say that the first large examples of AI in finance is algorithmic trading of equities and fixed income assets and you still see that going on</transcript><transcript><audio_68>yeah yeah yeah generally when you do ID verification you do some form of liveness testing as well so for instance you give a task to the person and that</transcript> the future of this type of work is leveraging much greater automation to perform the AI tasks the other thing how I'm not hearing what oh well yeah I mean fundamentally it is I mean the basis of algorithmic trading is essentially machine learning algorithms although many of them are based on linear models but there's no reason why you you can't apply it you know to use a nonlinear model I'd say that the first large examples of AI in finance is algorithmic trading of equities and fixed income assets and you still see that going on yeah yeah yeah generally when you do ID verification you do some form of liveness testing as well so for instance you give a task to the person and that
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