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The Rise of Deep Agents in AI Task Management

The Rise of Deep Agents in AI Task Management

Published:
2025-08-01 15:54:03
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BTCCSquare news:

Artificial intelligence has entered a new phase with the emergence of 'deep agents'—systems capable of planning and executing complex tasks over extended periods. Unlike their 'shallow' predecessors that struggle with multi-step processes, these advanced architectures combine detailed system prompts, planning tools, and hierarchical sub-agents to tackle sophisticated workflows.

Key innovations like Claude Code and Manus demonstrate how file system integration and task decomposition enable unprecedented AI autonomy. The technology mirrors cryptocurrency's evolution—where early blockchain applications were limited to simple transactions, modern smart contract platforms now manage intricate DeFi operations through layered execution.

|Square

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