The integrated set of software, hardware, and computing capabilities that supports the full AI lifecycle, from model design and training to deployment, monitoring, and maintenance. It includes the ...

An attack where an adversary intentionally inserts, alters, or mislabels data in a machine-learning model’s training dataset to manipulate its behavior or performance. This deliberate interference is ...

Most AI models treat every question the same way, running all of their processing power on every task. A mixture of experts works differently. Instead of one generalist system handling everything, the ...

A network of AI systems or agents that share information, coordinate their actions, and operate collectively, often appearing to function as a single intelligence. For example, a fleet of delivery ...

A Hyperscaler is a large technology company that operates vast networks of data centers and can rapidly expand computing, storage, and cloud services to meet demand. Hyperscalers provide the ...

The process by which an AI system improves its own capabilities, such as its code, architecture, training methods, reasoning, or use of tools, and then uses those enhanced capabilities to make further ...

Model Context Protocol (MCP) is an open standard that enables AI applications to connect to external data sources and tools through a unified interface, like a universal adapter for AI systems. It ...

AI sovereignty refers to a state's or enterprise's capacity to act deliberately and in line with its strategic interests regarding how AI systems are developed, deployed, and governed across its tech ...

A specialized computer chip developed by Google to speed up artificial intelligence and machine-learning tasks. It is designed to handle the large calculations needed to train AI models and make ...

An AI model that works quickly and automatically, giving immediate answers based on patterns it has recognized in its training data. Unlike newer AI systems that show their work or reason through ...

It's one of AI policy's hardest unsolved problems. Expert Deb Raji joins Stanford HAI to find answers that move beyond ...