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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Yuegen Liu

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2 papers indexed here

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Preprint Aug 2026

A Structural Dynamics Graph World Model: Unified Modeling, Constrained Rollout, and Interpretable Calibration

The state evolution of a complex system arises jointly from object laws, relational propagation, domain conservation, and unmodeled error. Forcing all sources into one black box makes mechanism attribution and constraint preservation unauditable; forcing every mechanism into one equation family discards mature domain s...

Wei Wang, Yao-Sen Chen, Han Yang et al. · 2 citations
#natural language process... Conference Dec 2024

Detecting Conversational Mental Manipulation with Intent-Aware Prompting

Intent-Aware Prompting (IAP) is proposed, a novel approach for detecting mental manipulations using large language models (LLMs), providing a deeper understanding of manipulative tactics by capturing the underlying intents of participants.

Jiayuan Ma, Hongbin Na, Zimu Wang et al. · 24 citations · ⚡3

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