Google introduces Pathways, a new AI architecture that will handle many tasks at once, learn new tasks quickly and reflect a better understanding of the world.
Today’s AI models are typically trained to do only one thing. Pathways will enable us to train a single model to do thousands or millions of things.
It is multi-modal
How it works
How it works
Today’s models mostly focus on one sense. Pathways could enable multimodal models that encompass vision, auditory, and language understanding simultaneously.
It is more efficient
How it works
How it works
Today’s models are dense and inefficient. Pathways will make them sparse and efficient.Activating only the necessary parts for each task will save energy and be faster.
Google Pathways will enable a single Neural Network Architecture to generalize across thousands or millions of tasks, to understand different types of data, and to do so with remarkable efficiency.