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The Reality Check: How the Deep Research Bench Exposes the Limits of AI Research Agents — Human in the Loop
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The Reality Check: How the Deep Research Bench Exposes the Limits of AI Research Agents — Human in the Loop
The artificial intelligence industry has been awash with grandiose claims about “deep research” capabilities. OpenAI markets it as “Deep Research,” Anthropic calls it “Extended Thinking,” Google touts “Search + Pro,” and Perplexity labels theirs “Pro Search” or “Deep Research.” These systems promise to revolutionise how we conduct research, offering the prospect of AI agents that can tackle complex, multi-step investigations with human-like soph…
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