Harmonic, Axiom, Math Inc, Axiomatic AI, and others — all companies whose mission includes, in some form, the goal of AI for formalization.
Having spent years formalizing physics, you might expect me to be at the front of the pack cheering these companies on, hoping they succeed and doing everything I can to help. But like many in the formalization community, I find myself generally disappointed with much of what they do and how they act.
Here is the thing: there are a few simple changes these companies could make that would shift my stance entirely. Changes that would put me — and, I suspect, many others in the community — at the front of the pack cheering them on.
So my message to these companies is:
Some credit has to be given to Harmonic here, who do make steps in this direction.
Naturally, all of this applies to academics too, and we should hold ourselves to the same standards.