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Research#llm📝 BlogAnalyzed: Dec 28, 2025 21:57

The Erdos Problem Benchmark

Published:Dec 28, 2025 04:23
1 min read
r/singularity

Analysis

This article discusses the Erdos Problem Benchmark, maintained by Terry Tao, as a compelling benchmark for AI capabilities in mathematics. The author highlights Tao's reputation as a reliable voice on AI's mathematical abilities. The post suggests the benchmark's significance and proposes a 'benchmark' flair for the subreddit. The linked resources provide access to the benchmark and further context on the topic. The article emphasizes the importance of evaluating AI's mathematical reasoning and problem-solving skills.

Key Takeaways

Reference

Terry Tao is quietly maintaining one of the most intriguing and interesting benchmarks available, imho.

Research#LLM👥 CommunityAnalyzed: Jan 3, 2026 06:17

Irrelevant facts about cats added to math problems increase LLM errors by 300%

Published:Jul 29, 2025 14:59
1 min read
Hacker News

Analysis

The article highlights a significant vulnerability in Large Language Models (LLMs). Adding irrelevant information, specifically about cats, drastically increases error rates in math problems. This suggests that LLMs may struggle to filter out noise and focus on relevant information, impacting their ability to perform complex tasks. The 300% increase in errors is a substantial finding, indicating a critical area for improvement in LLM design and training.
Reference