Compiler

“Accelerated computing is the composition of thousands of technologies. If any of them fail to deliver acceleration, the value is destroyed. It doesn't matter whether the chip is great if the compiler sucks.”

“It takes about 10 years. It takes a long time to build a compiler. Is an extraordinarily difficult piece of software.”

“We're building our own compilers. We're really building things from the chip level up in order to have that customization and that flexibility”

“If you are requiring a user or having yourself as the company needing to actually recompile a workload, that's already one step too far, even if you assume it works perfectly.”

“So rather than having like, we don't have a compiler whatsoever. There's no compiler. There's no translator, no tooling that's involved in actually taking those and getting that to, you know, for your common, you know, Huggy Face Transform models to be able to…”

“So in my observation, database companies tend to succeed when the storage paradigm Is closely tied to the execution paradigm, and both of those things need to be rewired to work. I think, remember, the databases are not just storage, but they're also compilers…”

“Reasoning capability is not, if we view it as purely like everything is going to be LLM driven, we as industry are going to be very, very not satisfied. That's why it has to be actually more iterative. And we work with LLM as one of the ingredients. It is not …”

“Maybe in a year or two, we'll, we'll have compilers that are able to do a lot of these optimizations for you, and you don't have to, for example, spend a couple months writing CUDA to get this stuff to work.”