Customers value model optionality and purpose-built solutions over single-model providers, mirroring the evolution toward specialized compute types in cloud infrastructure.

“customers want to be able to usually map the model to the mission they want to be able to find the right model for their use case because if you have a small number of models or just a single model available to you it ends up having to play the role of kind of a Swiss army knife”

Distributed computing is a massively complex problem requiring optimization across all components including CPUs, GPUs, networking, and software.

“And so distributed computing at the scale that we do, the CPU is a problem, the GPU is a problem, the networking is a problem, the switching is a problem. And distributing the workload across all these computers is a problem. It's just a massively complex computer science problem.”

NeoClouds are a more high-performance alternative to traditional cloud providers because they are designed from the ground up to be GPU-first.

“So we found this thing called NeoClouds, which I didn't know what it was until a year ago. It's a brand new term, right? And neoclouds are basically a new type of cloud that are they're GPU first. So they don't they have some GPU CPUs now, but they were really designed around how do you make the bes”

The ability to decouple compute from storage in the cloud is the fundamental architecture required to solve enterprise-level data scaling issues.

“he basically laid out the solution which was basically if you decouple compute from storage and you leverage the power of elasticity in the cloud you can solve this big user problem.”

Cloud gaming currently offers a surprisingly high-quality experience that is very playable, despite inevitable trade-offs in latency and image fidelity compared to local hardware.

“It's improved a lot since the last time I used it and I'm on a mouse. I should try with a controller where it's even harder to tell how much latency there is. Do we have one? I wouldn't notice. Damn impressive.”

Bob defends the viability of Stadia, arguing that its infrastructure is efficient and produces minimal latency for gaming.

“I don't get it I don't understand why so many people out there are so against stadia I can get not being behind google as a company but stadia works to this day I use it I love it it's so convenient”

Stadia was a great service that likely failed because Google decided to spin off the technology instead of continuing to operate it directly.

“da was great and we all know it that's it I don't have anything else oh okay lucky for you guys since we love the small talk section so much today's topic is kind of like an extension of small talk”

He asserts that cloud computing is a fundamental necessity for modern business infrastructure rather than a luxury, highlighting its role in data safety and business continuity.

“This is definitely a must in the future. Using the cloud is now, for example. No one in America says they won't use the cloud, no matter what. As I said before, using the cloud is mandatory.”

He prefers cloud-based services over the management required for local storage solutions.

“I think I will be bound to the cloud flares to the Google Drives.”

Operating entirely on the public cloud provides essential benefits including state-of-the-art software engineering and scalable infrastructure that support AI development.

“We're the first company uh first bank that went allin on the cloud. Uh we're entirely uh on the public cloud. Uh that brings to us state-of-the-art software engineering, state-of-the-art practices, etc.”