Andy Halliday

And Opus 4.6 demonstrates better reasoning and use of memory than Gemini 3.1 Pro on those and solves more levels.

And it says, current models may be able to solve Arc AGI-3 given access to a harness with a simple memory.

Memory scaffolds, it says, I'm pulling this from a summary from, I think, the neuron.

It says, memory scaffolds are likely enough for pseudo-continual learning.

and will push us to some self-improvement behavior by models.

So if you provide a memory to one of these models, it could be able to solve RKGI-3.

And I think at that point, you have to say, okay, with the addition of a memory scaffold, on top of reasoning skills,

Who's going to claim we have no longer achieved AGI?

I think we're there, right?

So somebody should demonstrate that pretty soon.

I have, as you know, been a commentator for many months saying, look, you can keep pushing the bar higher and higher, but the models I'm working with I consider to be

capable of average, if not general intelligence, right?

They're much smarter in many ways than I am.

So I say that they've gotten there.

Um, yeah, I have a couple of little news items I want to share with y'all.

Apple podcasts.

Uh, you know, I think our show is out on Apple podcasts.

Um, maybe not.

But if so, heretofore, it would only be audio.

But Apple, on Monday of this week, announced a sweeping overhaul of Apple Podcasts that adds full video capabilities using HTTP live streaming technology, positioning the company to compete more directly with YouTube and Spotify.