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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ting-Ting Feng

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Book Open access Oct 2026

SAGE: Source-Aligned Governance for Human–Agent Requirements Clarification in Multi-agent Software Engineering

Multi-agent large language model workflows are increasingly used in software engineering, yet requirements clarification under human–agent collaboration remains weakly governed. Much of the rework reflects requirement-chain desynchronization: negotiated intent, workflow contracts, and signed deliverables evolve on sepa...

Ting-Ting Feng, Mei-Fang Xue, Jian Wang et al. · 0 citations

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