I write about the broad intersection of data and society. From data science to fact checking we talk today about the pursuit of objective and ... on everything from model training to algorithmic ...

The way to keep emotions in check and profits intact is with an objective due diligence process ... decided to test our assumptions with a data-based model, what we found surprised us.

But very often, it’s hard to tell the difference between a bug and poor construction of the underlying AI model that analyzes incoming data and predicts ... take an objective point of view ...

Tushman developed the congruence model for businesses ... change include compiling performance data, identifying any gaps between performance and objectives, and developing and implementing ...

is purely objective. Looking at the numbers and nothing else "seems to be giving us encouraging results". The team back-tested a stock-picking variant of the model over the past 11 years' of data ...

And while focused on all of the above, their efforts must culminate in a practical model that serves the individual project’s requirements while also being implementable, maintainable, and extensible.