> If you use simple models, you can only get simple insights
Economics also play a large part in how information is parsed. The advancement of AI outside of academia is largely dependent on what it's being used for and how it's being used. Where great strides are being made is in search because it can be monetised and the computational power required is commensurate with the number of users/frequency of use and ROI. A complex model that can provide better insights but limits the number of concurrent users isn't as useful in a commercial sense.
Economics also play a large part in how information is parsed. The advancement of AI outside of academia is largely dependent on what it's being used for and how it's being used. Where great strides are being made is in search because it can be monetised and the computational power required is commensurate with the number of users/frequency of use and ROI. A complex model that can provide better insights but limits the number of concurrent users isn't as useful in a commercial sense.