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Rational Angle Bisection and Incenters in Higher Dimensions

Published:Dec 31, 2025 06:14
1 min read
ArXiv

Analysis

This paper extends the classic rational angle bisection problem to higher dimensions and explores the rationality of incenters of simplices. It provides characterizations for when angle bisectors and incenters are rational, offering insights into geometric properties over fields. The generalization of the negative Pell's equation is a notable contribution.
Reference

The paper provides a necessary and sufficient condition for the incenter of a given n-simplex with k-rational vertices to be k-rational.

Analysis

The article introduces FreeInpaint, a method for image inpainting that focuses on prompt alignment and visual rationality without requiring tuning. This suggests an advancement in efficiency and potentially broader applicability compared to methods that necessitate extensive training or fine-tuning. The focus on visual rationality implies an attempt to improve the coherence and realism of the inpainting results.
Reference

Research#LLM🔬 ResearchAnalyzed: Jan 10, 2026 12:26

Unmasking Bias: LLMs' Rationality Illusion in Negotiation

Published:Dec 10, 2025 02:17
1 min read
ArXiv

Analysis

This ArXiv paper likely explores how implicit biases within Large Language Models (LLMs) affect their negotiation strategies, potentially leading to suboptimal outcomes. Understanding these biases is crucial for ensuring fairness and reliability in AI-driven decision-making processes.
Reference

The paper focuses on the impact of tacit biases in LLMs on negotiation performance.

Research#LLM🔬 ResearchAnalyzed: Jan 10, 2026 13:26

Martingale Score: Evaluating Bayesian Rationality in LLM Reasoning

Published:Dec 2, 2025 16:34
1 min read
ArXiv

Analysis

This ArXiv paper introduces the Martingale Score, an unsupervised metric designed to assess Bayesian rationality in Large Language Model (LLM) reasoning. The research contributes to the growing field of LLM evaluation, offering a potential tool for improved model understanding and refinement.
Reference

The paper likely presents a novel metric for evaluating the Bayesian rationality of LLMs.

Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 09:33

Proceedings Twentieth Conference on Theoretical Aspects of Rationality and Knowledge

Published:Nov 25, 2025 17:41
1 min read
ArXiv

Analysis

This article announces the proceedings of a conference focused on the theoretical aspects of rationality and knowledge. The source is ArXiv, suggesting it's a publication of research papers. The focus is likely on formal methods, logic, and potentially AI-related topics concerning reasoning and knowledge representation.

Key Takeaways

    Reference

    Business#Investment👥 CommunityAnalyzed: Jan 10, 2026 14:39

    Google CEO: AI Investment Frenzy Showing Signs of Irrationality

    Published:Nov 18, 2025 06:06
    1 min read
    Hacker News

    Analysis

    The article highlights concerns regarding the current investment climate in the AI sector, suggesting potential overvaluation and unsustainable growth. This indicates a potential market correction or shift in investment strategies for AI companies.

    Key Takeaways

    Reference

    Google boss says AI investment boom has 'elements of irrationality'

    Research#AI Safety🏛️ OfficialAnalyzed: Jan 3, 2026 18:07

    AI Safety Needs Social Scientists

    Published:Feb 19, 2019 08:00
    1 min read
    OpenAI News

    Analysis

    This article highlights the importance of social scientists in ensuring the safety and alignment of advanced AI systems. It emphasizes the need to understand human psychology, rationality, emotion, and biases to properly align AI with human values. OpenAI's plan to hire social scientists underscores the growing recognition of the interdisciplinary nature of AI safety research.
    Reference

    Properly aligning advanced AI systems with human values requires resolving many uncertainties related to the psychology of human rationality, emotion, and biases.

    Steven Pinker: AI in the Age of Reason

    Published:Oct 17, 2018 11:55
    1 min read
    Lex Fridman Podcast

    Analysis

    This article summarizes a podcast episode featuring Steven Pinker, a Harvard professor known for his books promoting optimism based on data, science, and reason. The podcast, hosted by Lex Fridman, likely delves into Pinker's views on AI within the context of reason and enlightenment. The article highlights Pinker's influence on the author, suggesting the conversation will explore how AI aligns with or challenges Pinker's established perspectives. The inclusion of links to the podcast and social media platforms indicates a focus on accessibility and audience engagement.
    Reference

    The Better Angels of Our Nature and Enlightenment Now have instilled in me a sense of optimism grounded in data, science, and reason.