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Research#llm📝 BlogAnalyzed: Dec 27, 2025 05:31

ALICE AI Solves Japan Mathematical Olympiad 2025 Preliminary Round

Published:Dec 27, 2025 02:38
1 min read
Zenn AI

Analysis

This article highlights the impressive capabilities of the ALICE AI in solving complex mathematical problems. The claim that ALICE solved the entire Japan Math Olympiad 2025 preliminary round in just 0.17 seconds with 100% accuracy (12/12 correct) is remarkable. The article emphasizes the speed and accuracy of the AI, suggesting its potential in various fields requiring advanced problem-solving skills. However, the article lacks details about the AI's architecture, training data, and specific algorithms used. Further information would be needed to fully assess the significance and limitations of this achievement. The comparison to coding an HFT engine in 5 minutes further emphasizes the AI's speed and efficiency.
Reference

“She coded the HFT engine in 5 minutes. If you doubt her logic, here is her solving the entire Japan Math Olympiad 2025 in 0.17 seconds.”

PermalinkZenn AI
Research#LLM🔬 ResearchAnalyzed: Jan 10, 2026 10:35

Assessing LLMs' Chemical Reasoning Abilities Through Olympiad Exams

Published:Dec 17, 2025 00:49
1 min read
ArXiv

Analysis

This ArXiv paper investigates the performance of Large Language Models (LLMs) on challenging multimodal chemistry problems. The study's focus on chemistry Olympiad exams suggests a robust evaluation of LLMs' scientific reasoning capabilities.
Reference

“The paper likely analyzes LLM performance on multimodal chemistry Olympiad exams.”

PermalinkArXiv
Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 08:49

Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving

Published:Dec 11, 2025 15:26
1 min read
ArXiv

Analysis

This article likely discusses a new AI agent designed to solve complex mathematical problems, potentially at the level of mathematical Olympiads. The focus is on the agent's ability to perform long-horizon reasoning, which implies it can handle multi-step problem-solving processes. The source being ArXiv suggests this is a research paper, indicating a focus on novel techniques and experimental results.

Key Takeaways

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    PermalinkArXiv
    Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 08:36

    Mastering Physics Olympiads with Reinforcement Learning

    Published:Nov 17, 2025 17:18
    1 min read
    ArXiv

    Analysis

    This article likely discusses the application of reinforcement learning (RL) to solve problems from the Physics Olympiads. It suggests that AI is being used to tackle complex physics problems, potentially outperforming human solvers. The source being ArXiv indicates this is a research paper, focusing on the technical aspects and experimental results of the AI model.
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    PermalinkArXiv
    Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 05:51

    Advanced Gemini Achieves Gold-Medal Standard at IMO

    Published:Oct 24, 2025 03:12
    1 min read
    DeepMind

    Analysis

    The article highlights DeepMind's Gemini achieving a significant milestone by performing at a gold-medal level in the International Mathematical Olympiad. This suggests advancements in AI's problem-solving capabilities, particularly in complex mathematical domains. The focus on the IMO, a highly competitive and prestigious event, emphasizes the achievement's importance. The article could benefit from more specific details about the Gemini version, the problems solved, and the methodology used to evaluate its performance.
    Reference

    “The International Mathematical Olympiad (“IMO”) is the world’s most prestigious competition for young mathematicians, and has been held annually since 1959.”

    PermalinkDeepMind
    Research#llm📝 BlogAnalyzed: Dec 25, 2025 22:05

    AI Solves International Mathematical Olympiad Geometry Problems

    Published:Aug 17, 2025 13:02
    1 min read
    3Blue1Brown

    Analysis

    This article discusses an AI, likely a large language model (LLM) or a specialized system, capable of solving geometry problems from the International Mathematical Olympiad (IMO). The significance lies in the complexity of IMO problems, requiring not just computational power but also creative problem-solving skills and geometric intuition. The article likely explores the AI's architecture, training data, and the methods it employs to tackle these challenging problems. It also raises questions about the future of AI in mathematical research and education, and the potential for AI to assist mathematicians in discovering new theorems and proofs. The guest video by @Aleph0 likely provides further insights and analysis.
    Reference

    “AI's ability to solve IMO geometry problems showcases its advanced reasoning capabilities.”

    Permalink3Blue1Brown
    Artificial Intelligence#AI Performance, Mathematics, OpenAI👥 CommunityAnalyzed: Jan 3, 2026 06:39

    OpenAI claims gold-medal performance at IMO 2025

    Published:Jul 19, 2025 09:11
    1 min read
    Hacker News

    Analysis

    The article reports a claim by OpenAI regarding their AI's performance at the International Mathematical Olympiad (IMO) in 2025. This suggests advancements in AI's problem-solving capabilities, specifically in the domain of mathematics. The claim's validity and the underlying methodology are crucial for assessing its significance. Further details about the AI's approach and the specific problems solved would be needed to evaluate the claim's impact.
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    PermalinkHacker News
    Research#AI👥 CommunityAnalyzed: Jan 3, 2026 06:10

    AI Solves International Math Olympiad Problems at Silver Medal Level

    Published:Jul 25, 2024 15:29
    1 min read
    Hacker News

    Analysis

    This headline highlights a significant achievement in AI, demonstrating its ability to tackle complex mathematical problems. The comparison to a silver medal level provides a clear benchmark of performance, making the accomplishment easily understandable. The focus is on the AI's problem-solving capabilities within a specific, challenging domain.
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    PermalinkHacker News
    Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 05:55

    AI Achieves Silver-Medal Standard Solving International Mathematical Olympiad Problems

    Published:Jul 25, 2024 15:29
    1 min read
    DeepMind

    Analysis

    This article reports a significant achievement in AI, specifically in the realm of mathematical reasoning. The success of AlphaProof and AlphaGeometry 2 in solving advanced problems from the International Mathematical Olympiad (IMO) is noteworthy. The source, DeepMind, is a reputable organization in AI research, adding credibility to the claim. The article highlights the progress in AI's ability to tackle complex, abstract problems.
    Reference

    “Breakthrough models AlphaProof and AlphaGeometry 2 solve advanced reasoning problems in mathematics”

    PermalinkDeepMind
    Research#AI👥 CommunityAnalyzed: Jan 3, 2026 08:48

    AlphaGeometry: An Olympiad-level AI system for geometry

    Published:Jan 17, 2024 16:22
    1 min read
    Hacker News

    Analysis

    The article highlights the development of AlphaGeometry, an AI system capable of solving geometry problems at an Olympiad level. This suggests advancements in AI's ability to handle complex, symbolic reasoning, a domain traditionally challenging for AI. The focus on geometry, a field requiring logical deduction and spatial understanding, is significant.
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    PermalinkHacker News
    Podcast Summary#Mathematics📝 BlogAnalyzed: Dec 29, 2025 17:26

    Po-Shen Loh on Mathematics, Math Olympiad, Combinatorics & Contact Tracing

    Published:May 14, 2021 22:33
    1 min read
    Lex Fridman Podcast

    Analysis

    This article summarizes a podcast episode featuring Po-Shen Loh, a mathematician and coach of the USA International Math Olympiad team. The episode covers a range of topics including mathematics, the Math Olympiad, combinatorics, and contact tracing. The article provides links to the podcast, episode information, and ways to support the podcast. It also includes timestamps for different segments of the conversation, allowing listeners to easily navigate to specific topics of interest. The focus is on Loh's expertise and insights into various mathematical concepts and their applications.
    Reference

    “The article doesn't contain a direct quote, but summarizes the topics discussed.”

    PermalinkLex Fridman Podcast