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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

Erica Zhao

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Jul 2026

Gold-Guided Programmatic Distillation for Financial Reasoning over Hybrid Tables and Text

This work develops an approach that transfers reliable numerical reasoning from a large teacher model to a compact student using execution-verified Python programs instead of free-form textual rationales, and introduces an iterative recovery stage that revisits teacher-failed examples, enabling the student to recover a...

Yunfang Dong, Erica Zhao, Elana Chen · 0 citations

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