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All SourcesarXiv
#Distillation

MindWatcher: Toward Smarter Multimodal Tool-Integrated Reasoning

Intermediate
Jiawei Chen, Xintian Shen et al.Dec 29arXiv

MindWatcher is a smart AI agent that can think step by step and decide when to use tools like web search, image zooming, and a code calculator to solve tough, multi-step problems.

#Tool-Integrated Reasoning#Interleaved Thinking#Multimodal Chain-of-Thought

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Intermediate
Ming Li, Chenrui Fan et al.Dec 23arXiv

This paper turns messy chains of thought from language models into clear, named steps so we can see how they really think through math problems.

#Schoenfeld’s Episode Theory#Cognitive Episodes#ThinkARM