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2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
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Notes on mathematical modeling
4 notes
Linguistic Monoculture in LLM-Assisted Language Use
The paper discusses the potential impact of using large language models (LLMs) in writing and communication on linguistic diversity. It presents a mathematical framework to analyze how authors and LLMs evolve through…
Linguistic Monoculture in LLM-Assisted Language Use
The study discusses the potential effects of relying on large language models (LLMs) for writing and communication. It suggests that widespread use could lead to a decrease in linguistic variety, a phenomenon referred…
Teacher Knows It Best: Spontaneous Symmetry Breaking and Tipping Points in Networked Langevin Dynamics AI Sycophancy
Researchers have developed a statistical physics framework to study a networked stochastic system exhibiting bistability, which can be used to understand and address AI-induced delusional spiraling, a phenomenon where…
Automatic Ordinary Differential Equations Discovery For Biological Systems Using Large Language Model Powered Agentic System
The MEDA system is an automated framework using Large Language Models (LLMs) and Symbolic Regression (SR) to discover Ordinary Differential Equations (ODEs) for biological systems. It retrieves background knowledge…
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