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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

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Geraldo Zimbrão

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Open access Sep 2026

SLF–FST: a framework for stress-testing fairness under progressive label bias

Machine learning models are susceptible to reproducing and amplifying structural inequities present in historical data, leading to unjust outcomes in high-stakes domains such as criminal justice, healthcare, employment, and financial services. This paper investigates the relationship between predictive performance and...

Rodrigo Pagliusi, Leandro G. M. Alvim, Raul Sena Ferreira et al. · 0 citations

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