Deep Research AI: What It Is, How It Works, and Why It Matters

TL;DR: Deep research AI turns a chatbot into an agent that investigates in loops, checking its own work for accuracy and completeness and using tools to gather more data until the answer is exhaustive. It delivers the most value on high-stakes questions like business monitoring, strategy, and knowledge-heavy investigations. The trade-off is cost and time:

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