Andy Halliday

And it has an emerging...

clearer understanding of what human contribution to the outcomes of professional workflows are.

And those are possibly subject to sort of enhancements and advancements, right?

Right.

So now I can take something that I've learned from this professional workflow that hasn't been incorporated just through inertia in some other industry and say, OK, this actually has an application in this space.

And that AI is able to cross fertilize.

things to make things more efficient.

And then the question ultimately becomes, what's the change in the economy if humanoid robots with embodied AI can actually perform much more rapidly and with far greater comprehension?

any professional workflow that's needed.

And you just buy that for $50,000 and put it in the seat.

So that's going to change things.

And that's the pessimistic view.

Okay, I think the big news is the leak of Claude Code code.

And I read just a real high-level overview of what was revealed in that.

And there's deep analysis going on in the many thousands of copies of Claude Code code that got distributed in order to make them unretrievable by Anthropic.

But I would say this.

I would say what I got was people were very impressed with what some of the techniques were that were revealed that make cloud code as good as it is.

One of them that just leapt to mind is that they have a dynamic multi-layered memory process that makes it possible for the main thread not to get interrupted while keeping track of a lot of other things in this sort of three-layered memory system.

And that's what makes it possible for Cloud Code to maintain context

and stay on track for longer periods of time.