Andy

And I do agree with Gareth's point of view, which is that Notebook LM overall is a champion application.

And I love the way it can add infographics.

But I think I would lean towards the less complex infographics or, you know, for example, in the car images that we showed, you know,

probably would need instead of using that generalized prompt to actually make a list of all the components you want to call out and add some prompting that insists on it being specifically located to where that part is on the car rather than adding a label that points to something that's completely unrelated to that label.

I was talking about Perplexity's mobile version of the Comet browser, the agent.

Let me also mention that Manus, which is an agent, a mixture of agents platform, has rolled out Browser Operator, which is their new browser extension that allows an AI agent to operate directly within users' local browsers.

So you don't have to get a separate browser now.

Manus took a very different approach, which is very interesting.

They have an extension.

So I presume you can get this as a Chrome extension.

And that browser operator makes that Chrome browser a Manus driven active agent, meaning it's going to go out and do things for you on the web.

I think that the Johnny Ive designed system is probably going to leapfrog past all the limitations and is assuming that when it's available, there is an ongoing personal assistant that you have there somehow in the cloud or on your local device.

And

Yeah, I came across in one of the newsletters today, I can't tell you which one, but I excerpted this because it's about this microcosm of society responding to AI, which is the nation city of Singapore.

So this is a discussion about what's happening with Singapore's workforce as their very aggressive push to implement AI across the board in their industry and society is underway.

And here's what it says.

Their workforce is becoming a case study in controlled collapse.

You can imagine on a small scale like that, you could have a major disruption like AI and the sort of the collective interest of the Singaporean government for the Singaporean people will find a way to accommodate that change.

But there are also problems that could emerge that aren't addressable by simple things like, you know, wealth sharing.

So automation in Singapore is scaling faster than management talent can evolve.