The Future of AI Agents

PSPallavi SharmaAug 18, 20261 min read38 views

From Chat to Action

Chatbots answer questions. Agents get things done — they can browse the web, call APIs, write code, and check their own work.

A useful agent needs planning, memory, and a set of tools it can reliably call. Getting the loop right is harder than it looks.

Customer support triage, code review, and research summarization are some of the first places agents are proving genuinely useful.

Expect agents to get better at long-horizon tasks as reliability and evaluation tooling mature.

Written by

AI researcher and educator. I write about machine learning, generative AI, and the future of work.

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