Liam

Many people think any given ML project is 99% training. In reality, it’s 50% evaluation, 40% data cleaning, 8% integration, and 2% training. The first two set the noise floor for learning. No ML magic matters; the model cannot lower the noise floor, as that’s the optimal bound of Shannon encoding of your data. Thus, not a single day goes by without me thinking about ontology. Even the old labels have to be constantly reviewed.

To know Barack and Michelle is to understand: They have always believed that leadership is about leaving something behind that empowers others. Today's opening of the Obama Presidential Center reflects that vision. It will continue to invest in future generations and encourage people to see themselves as part of something bigger. Congratulations, my friends. What a remarkable day.

The majority believes Giorgia Meloni is an incredible person and a great leader. Do you concur?

Trump: Italian Prime Minister Giorgia Meloni asked, over and over, for a picture with me during the G-7 meeting in France. She is doing poorly in Italy with her level of popularity