Innovation
A novel framework or idea being introduced.
Neural Circuit Analysis Framework for Brand Mention Optimization
This framework uses open-weight models like Gemma 3 Instruct to perform mechanistic brand positioning through direct neural circuit and activation analysis.
29 March 2025
Strategic Brand Positioning in LLMs: A Methodological Framework for Prompt Engineering and Model Behavior Analysis
This paper presents a methodological framework for analyzing and optimizing brand mentions in large language models through systematic prompt probing and analysis.
29 March 2025
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