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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

Melinda B. Chu

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4 papers indexed here

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#generative ai Open access Oct 2026

Modular Synthetic Clinical Environment Qualification: Public Comment to FDA Docket FDA-2026-N-7874

This public comment proposes Modular Synthetic Clinical Environment Qualification (MSCEQ), a framework for independently qualifying reusable synthetic clinical environments before using them to evaluate generative AI-enabled medical devices. Environments would represent specific clinical settings, including changing pa...

Melinda Bernabe Chu · 0 citations
#generative ai Open access Sep 2026

Human Conception Ledger as Provenance Infrastructure for Contested AI-Assisted Discovery: An Exemplary Use Case from The September 2026 Navier–Stokes and Fluid-Dynamics Priority Dispute

Machine-readable watermarks and model-side provenance metadata answer one question: whether a generative system participated in a text, proof, or code artifact. They do not answer the questions that determine inventorship, academic credit, and institutional ownership: what a human conceived, contributed, decided, rejec...

Melinda B. Chu · 0 citations
#large language models Open access Aug 2026

A Generalizable AI-Enabled Framework for Continuous Competitor Intelligence

Background: Competitive intelligence work is routinely scattered across company websites, press releases, industry publications, patent and funding databases, and news feeds. Most organizations still assemble this picture by hand, in spreadsheets and static slide decks that are out of date the moment they are finished....

Sanvi Agarwal, Melinda B. Chu · 0 citations
#large language models Open access Aug 2026

A Generalizable AI-Enabled Framework for Continuous Competitor Intelligence

Background: Competitive intelligence work is routinely scattered across company websites, press releases, industry publications, patent and funding databases, and news feeds. Most organizations still assemble this picture by hand, in spreadsheets and static slide decks that are out of date the moment they are finished....

Sanvi Agarwal, Melinda B. Chu · 0 citations

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