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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Abbas Yazdinejad

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#large language models Open access Oct 2026

Responsible use of large language models in digital health: an equity-first governance framework

Large language models (LLMs) are being rapidly deployed for digital health, yet their equity impacts remain poorly characterized. We present an equity-first audit framework anchored in the first nations mental wellness continuum framework (FNMWCF) and apply it to three open-source LLMs (LLaMA-3.2:latest, Mistral-7B, an...

Abbas Yazdinejad, Jude Kong · 0 citations
#federated learning Dataset Open access Sep 2026

Dataset and Experimental Results: Robust Aggregation Ranks the Free-Rider First

Prototype-based federated learning exchanges class-embedding matrices without exposing the computation that produced them. We evaluate three verification mechanisms against free-riding at this interface: robust aggregation used for contribution ranking, commitments to model behavior, and passport-derived identities. On...

Ali Mohammadi Ruzbahani, Abbas Yazdinejad, Hadis Karimipour · 0 citations
#federated learning Dataset Open access Sep 2026

Dataset and Experimental Results: Robust Aggregation Ranks the Free-Rider First

Prototype-based federated learning exchanges class-embedding matrices without exposing the computation that produced them. We evaluate three verification mechanisms against free-riding at this interface: robust aggregation used for contribution ranking, commitments to model behavior, and passport-derived identities. On...

Ali Mohammadi Ruzbahani, Abbas Yazdinejad, Hadis Karimipour · 0 citations

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