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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

Qi Zhu

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Preprint Aug 2026

A Benchmark Dataset for MLLM-Generated Image Detection: GPT Image2&Nano Banana2

A benchmark dataset for detecting images generated by MLLMs is constructed and a structural-artifact-prior-guided dual-stream prompt framework (SAP-DSP) is proposed as a strong baseline, using dual-stream prompt learning and structure-aware routing fusion to improve representation learning.

Zi-Rui Zhang, Yin-Bo Yu, Donghai Guan et al. · 1 citation · ⚡1

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