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#133 Michael Jordan: How Deep Learning Has Completely Changed Industries

Eye On A.I.

NOTE

The Limitations of Pattern Recognition and Data Analysis in Business Planning

Building business plans on some aspects of pattern recognition, finding correlations, and generalizing data is a small part of a larger set of issues. Existing methods are poor at dealing with distribution shift, uncertainty quantification, causal reasoning, and what if experiments. Running large amounts of data doesn't solve these open research questions. While billion parameter models are interesting, progress in this field still faces many challenges.

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