Jul 1, 2026
Q&A: What is agentic AI today, and what do we want it to be?
Imagine an AI that doesn’t just generate text or images but actually acts in the world — like booking flights or controlling robots. That’s agentic AI, and it’s exploding in popularity, as Adam Zewe from MIT News explains. Unlike models like ChatGPT, which just talk or create, agentic AI takes real-world actions, often by connecting to tools or hardware. Most start with a foundation like Claude, then layer on specific functions — say, a calculator or a robot arm. But here’s where it gets tricky: training these systems requires lots of trial-and-error, since we lack detailed data on how humans perform complex tasks online or physically. Promising areas include coding assistants that learn by testing solutions. Still, risks are real — errors, leaks, or even de-skilling ourselves if we rely too much. Looking ahead, Adam highlights that future agentic AI might need entirely new architectures — handling video, sensors, and real-time data. The big question? Will next-gen AI just be smarter tools or something fundamentally different? ((thoughtful)) That’s the next frontier.