Tom So

The size and sophistication of these models make it impossible to fully understand how they make predictions. They have billions of weights that interact in subtle ways to make a final prediction; looking at them is like hoping to understand psychology by examining individual brain cells. Even in academic settings with well-established models, the... See more

If Autonomy is about contracts with others and Mastery looks inwards at improving yourself, Purpose asks how you want your toils to contribute to the wellbeing of others.

In little more than a decade, machine learning has moved from a highly specialized technique to something that almost anyone with data and computational power can do. That is to be welcomed — yet it remains essential that the industry can navigate both the proliferation of tools and frameworks in the space and the ethical issues that are becoming

... See more

As the broader finance function continues to take on a more diverse and strategic role within organizations, the appetite to invest in software that tangibly improves process efficiency, data-driven decision-making capabilities and overall financial performance management will only continue to grow.

High-level insight

Most companies do not operate in ways they realize their vision by continuously aligning business goals with customers' needs and pain points. Product teams need to be aligned on business objectives and be allowed to operate at an initiative level to impact those objectives.

Author describes different processes to set product team... See more