deep learning
Designing a new way to optimize complex coordinated systems
Coordinating complicated interactive systems, whether it’s the different modes of transportation in a city or the various components that must work together to make an effective and efficient robot, is an increasingly important subject for software designers to tackle. Now, researchers at MIT have developed an entirely new way of approaching these complex problems, using simple…
Transformers and Beyond: Rethinking AI Architectures for Specialized Tasks
In 2017, a significant change reshaped Artificial Intelligence (AI). A paper titled Attention Is All You Need introduced transformers. Initially developed to enhance language translation, these models have evolved into a robust framework that excels in sequence modeling, enabling unprecedented efficiency and versatility across various applications. Today, transformers are not just a tool for natural…