Multi-Model AI Consilium: Architecture and Implementation of Iterative Cross-LLM Debate Systems

Author

Maris Dreshmanis

ORCID 0009-0003-8151-4088
ISNI 0000 0004 9280 9121
Affiliation Academy of Reincarnationology | Independent Researcher
Academia.edu independent.academia.edu/MarisDreshmanis
GitHub github.com/MarisDreshmanis
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Publication Details

DOI 10.5281/zenodo.19140868
Zenodo Record https://zenodo.org/records/19140868
Published 2026-03-18
License CC BY 4.0

Abstract

Architecture and implementation of the Multi-Model AI Consilium, a system enabling iterative cross-LLM debate for improved reasoning and decision-making.

Keywords

multi-model AI; consilium; cross-LLM debate; iterative reasoning; AI architecture; ensemble methods


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