Thoughts
The deep learning models behind many of today’s most innovative software solutions can be demanding to train and optimize. SigOpt built a platform that makes it easier to organize and tune training cycles for large, hyperparameter AI models. Intel acquired SigOpt in 2020 and released an open-source version of its software in 2023.
Building a marketplace to buy and sell short-term contracts on compute/GPU hours
A faster way to build streaming data applications
Personalized cash-back promotions for local businesses
Human-like intelligence in general-purpose robots