The artificial intelligence industry is entering a new phase in which the most important systems are no longer simply answering prompts. They are increasingly expected to operate as autonomous agents, execute multi-step workflows, use tools, monitor information continuously, and make decisions across complex business environments. That shift is changing the economics and architecture of AI. Instead of relying on one enormous model for every task, organizations are increasingly building...

Meta CEO Mark Zuckerberg is betting that the next major phase of artificial intelligence will not be defined by chatbots that wait for instructions. Instead, he envisions personal AI agents that understand individual goals, make decisions, perform tasks, and operate continuously on behalf of their users. His prediction is ambitious: within five years, billions of people could have personal AI agents working across areas such as finances, health, household management, and interpersonal...

Artificial intelligence has entered an era where breakthroughs are increasingly determined not only by larger models and better algorithms, but also by the hardware powering them. As generative AI systems become more sophisticated and computationally demanding, the ability to deliver faster responses while consuming less energy has become one of the industry's defining competitive advantages. Google's reported development of a new custom AI server chip, informally known as Frozen v2, reflects...