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

While selling into the finance department has historically been a daunting task due to large incumbents in the category, we believe the next-generation of finance software has arrived. There’s a huge opportunity ahead for vendors who identify critical components of the finance workflow that have been grossly underserved by technology.

A natural forest is illegible. A tangle of plants. This is inconvenient from the standpoint of harvesting lumber. How do you quantify yield? Can you even make a meaningful map of this mess? Much easier to clear the forest and plant a legible “scientific” forest. Uniform rows of trees that produce good lumber. Now we can count the trees, make a map,... See more

In summary, account abstraction moves crypto from the current approach of one-account-fits-all, where someone can lose everything with a small mistake, to a future where an account can be tailored to someone's needs. Where you can build a safety net for self-custody. And give them much slicker UX too.