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Appearances Over Time

Podcast Appearances

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

First of all, GPT-5.5 is our best model ever for general work or knowledge work.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

And so it's really good at using computers.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

The next thing is, well, what harness do you give the model?

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

Or what information is the model seeing?

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

And what tools does it have to use the computer?

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

A lot of early versions of giving a model access to a computer were just giving it screenshots of the computer.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

But there's a lot of secret sauce in our implementation where the model actually gets text representations of what's on screen from frameworks like accessibility.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

And so the model is much more efficient when it has access to all this information.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

And then the last bit that I honestly think, well, I don't know if I would say it's underappreciated because I feel like people really appreciate it, but it's the level of craft that was put in to how it feels when the agent is using the computer.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

So for instance, you could totally just have the agent click around on your screen

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

and just have that be invisible.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

The computer is updating as clicks happen, but the team put a ton of care into exactly the animation that this mouse cursor takes as it goes between the different click positions.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

Yeah, it was really fun to talk about that and jam on that with them.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

We actually made some interesting trade-offs.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

Having this animation actually slows down how quickly the agent can work by just a tiny bit.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

But it means that it's so much easier as a human for me to understand the system and therefore to trust the system.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

What do you tell them?

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

Okay, cool.

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

Is this person an engineer or are they like a knowledge worker?

TBPN
Tech Earnings Recap, Beautiful Data Centers | Mike Isaac, Kyle Harrison, David Marcus, Turner Caldwell, Everette Taylor, Puneet Mehta & Justin Wexler, Alexander Embiricos

Let's say not an engineer because I feel like, well, no, let's do, let's do both.