Decentralized Artificial Intelligence Is Coming: Here's What You Need To Know

At the same time, centralized AI still remains a good option if you need a very generalized ML model that you can easily plug into your application. Google, Microsoft and IBM have developed the best generalized machine learning models on the market that are trained on huge data sets and built according to the top ML standards and bleeding-edge ML algorithms. Reinventing the wheel is not an option if you want proven image or speech recognition features in your application. A more viable solution is using cloud-based ML APIs provided within a pay-as-you-go model that ensures cost efficiency and scalability of your AI-based solutions. Major providers of centralized AI have a comprehensive suite of services for image and video recognition, emotion AI, speech recognition, predictive modeling and other common AI/ML tasks.