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  1. Behavioral economists assess risk attitudes through choice experiments: subjects choose between certain and probabilistic outcomes (e.g., guaranteed $45 vs. 50% chance of $100).

  2. Note: This is a quick study, not a full research idea Abstract This study investigates whether backtracking, when an LLM corrects its reasoning path mid-solution, improves performance on mathematical reasoning tasks.

  3. Biases in Embeding models

    Executive Summary [[Embedding models]] are the foundational layer of modern [[AI]] systems, powering everything from [[search engines]] and content recommendations to language translation and document classification.