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A Codex Skill called meeting-room that provides a multi-expert meeting function with 260 independent personas, capable of transforming questions into multi-angle professional analysis and decisions.
An AI researcher ran 13 controlled experiments on a multi-agent coding system, finding that dependency-ordered coordination significantly improved success rates while persona backstories had no measurable benefit.
Precomputed embedding vectors for the Nemotron-Personas dataset using Qwen 0.6B, enabling semantic search and clustering of synthetic personas via a web demo.
This scoping review analyzes 81 articles (2022-2025) examining the use of generative AI for creating and evaluating user personas, identifying strengths in reproducibility but critical issues including lack of evaluation in 45% of studies, over-reliance on GPT models (86%), and risks of circularity where the same model generates and evaluates personas.