According to Andrew Ng, the left side of this chart represents a traditional view in the machine learning field, which has been reinforced though events like competitions where teams focus their work on making changes to models to improve performance. Ng posits that this emphasis has resulted in an overfocus on making adjustments to models, when improvements to data quality could lead to better results.