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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

Yi-Bo Yang

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Review Jul 2026

Self-Improvements in Modern Agentic Systems: A Survey

This survey frames modern self-improving agents as adaptive systems that convert experience into accumulated capability gains, and offers a system-level framework that represents a modern agent as a configuration coupling a foundation model with an operational scaffold of prompts, memory, tools, and control logic.

Zhen-Jiang Ren, Yi-Meng Chen, Dan-Dan Guo et al. · 9 citations · ⚡1
Preprint Jul 2026

FedFFT: Taming Client Drift in Federated SAM via Spectral Perturbation Filtering

Experimental evidence from a new perspective, the frequency domain, for SAM perturbations in federated settings is provided, revealing that inter-client perturbation inconsistencies are predominantly concentrated in the low-frequency spectrum.

Liyang Yuan, Yibo Yang, Dandan Guo · 0 citations

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