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DataFunTalk
DataFunTalk
May 27, 2026 · Artificial Intelligence

DeliAutoResearch Cuts Human Effort to 2 Hours – Knowledge Accumulation Is the Real Bottleneck

DeepSeek researcher Chen Deli reports that using his DeliAutoResearch skill and a suite of AI agents, a 46‑page research paper was produced in six days with only two hours of human CPU time, revealing that the true limits of autonomous research lie in continuous knowledge accumulation and reliable self‑evaluation rather than model capability.

AI agentsL1-L5 taxonomyagent architectures
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DeliAutoResearch Cuts Human Effort to 2 Hours – Knowledge Accumulation Is the Real Bottleneck