The Tools That Automate 90% of Your Work While You Get a Good Night’s Sleep

Author(s): Shreyansh Jain

Originally published on Towards AI.

A practical breakdown of how deep agents like Gemini, ChatGPT, and Claude plan, read, and research for you — even overnight.

To understand why tools like Gemini Deep Research feel so powerful, we need to quickly look at what they’re actually doing under the hood and why they’re different from normal chatbots.

The article explores the capabilities and evolution of deep agents like Gemini, ChatGPT, and Claude, focusing on how they differ from traditional chatbots in order to provide comprehensive research outputs. It examines the progression of these systems from simplified tools to sophisticated entities capable of autonomous task execution, including mechanisms that enable them to plan, read, and synthesize information for effective user outcomes. Additionally, the discourse touches on task management strategies employed by these agents, such as the use of planning tools and sub-agents to enhance their functionality and efficiency.

Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI