From Dialogue to Decision An LLM-Powered Framework for Analyzing Collective Idea Evolution and Voting Dynamics in Deliberative Assemblies Master's thesis supervised by Deb Roy, MIT LLMs for Public Narrative Interplay Between Implicit Bias and Sycophancy in LLMs Implications for Fairness in Educational Decisions Interpretablity of Language Models Using Category Theory