Arm

I'm more interested in, can I actually help our customers deliver value to their businesses? And a little bit less on the like, can I like have a stake in the ground around marketing? Because I think at the end of the day, customers actually care about that first one, not that second one.

I'm more interested in, can I actually help our customers deliver value to their businesses? And a little bit less on the like, can I like have a stake in the ground around marketing? Because I think at the end of the day, customers actually care about that first one, not that second one.

Thanks to Amazon Pharmacy and Amazon One Medical, healthcare just got less painful.

Thanks to Amazon Pharmacy and Amazon One Medical, healthcare just got less painful.

Thanks to Amazon Pharmacy and Amazon One Medical, healthcare just got less painful.

I don't think you can pick one or the other. The world is going to deliver more capable models and they are expensive and they require a lot of compute and it's an area of investment for us and it's an investment for many of our customers. I think it's the right area of investment for a lot of those because I do think

I don't think you can pick one or the other. The world is going to deliver more capable models and they are expensive and they require a lot of compute and it's an area of investment for us and it's an investment for many of our customers. I think it's the right area of investment for a lot of those because I do think

I don't think you can pick one or the other. The world is going to deliver more capable models and they are expensive and they require a lot of compute and it's an area of investment for us and it's an investment for many of our customers. I think it's the right area of investment for a lot of those because I do think

You don't get more capable smaller models if you don't have the large model to start with. That is just how it works. You can't come out with something that's a really powerful small model if you didn't also build a frontier model or start with frontier model. You have to have those large frontier models and I think we're going to need those to be more capable.

You don't get more capable smaller models if you don't have the large model to start with. That is just how it works. You can't come out with something that's a really powerful small model if you didn't also build a frontier model or start with frontier model. You have to have those large frontier models and I think we're going to need those to be more capable.

You don't get more capable smaller models if you don't have the large model to start with. That is just how it works. You can't come out with something that's a really powerful small model if you didn't also build a frontier model or start with frontier model. You have to have those large frontier models and I think we're going to need those to be more capable.

and there's a lot of innovation in inference and how you can drive costs down. Some of that is a systems problem, some of that is a hardware problem, some of that is algorithmic problem. You can think about model distillation.

and there's a lot of innovation in inference and how you can drive costs down. Some of that is a systems problem, some of that is a hardware problem, some of that is algorithmic problem. You can think about model distillation.

and there's a lot of innovation in inference and how you can drive costs down. Some of that is a systems problem, some of that is a hardware problem, some of that is algorithmic problem. You can think about model distillation.

There's a whole bunch of techniques that you can do to get these smaller, faster inference models, which I think are going to be hugely impactful and important to delivering real value to enterprises. I think you go talk to customers now, And they are no longer interested in bright, shiny AI proof of concepts. They want something with real ROI associated with it.

There's a whole bunch of techniques that you can do to get these smaller, faster inference models, which I think are going to be hugely impactful and important to delivering real value to enterprises. I think you go talk to customers now, And they are no longer interested in bright, shiny AI proof of concepts. They want something with real ROI associated with it.

There's a whole bunch of techniques that you can do to get these smaller, faster inference models, which I think are going to be hugely impactful and important to delivering real value to enterprises. I think you go talk to customers now, And they are no longer interested in bright, shiny AI proof of concepts. They want something with real ROI associated with it.

And the way you deliver great ROI is you either have more value and or less cost. And I think both of those are going to be important to keep raising the level of ROI that you can deliver on. And so if, as we think, there is this massive ability to transform organizations, you have to keep increasing what models can do and decreasing how much they can cost.

And the way you deliver great ROI is you either have more value and or less cost. And I think both of those are going to be important to keep raising the level of ROI that you can deliver on. And so if, as we think, there is this massive ability to transform organizations, you have to keep increasing what models can do and decreasing how much they can cost.

And the way you deliver great ROI is you either have more value and or less cost. And I think both of those are going to be important to keep raising the level of ROI that you can deliver on. And so if, as we think, there is this massive ability to transform organizations, you have to keep increasing what models can do and decreasing how much they can cost.