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How I Study AI - Learn AI Papers & Lectures the Easy Way

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All SourcesarXiv
#memory modules

EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies

Intermediate
Xavier Hu, Jinxiang Xia et al.Feb 10arXiv

EcoGym is a new open test playground where AI agents run small businesses over many days to see if they can plan well for the long term.

#EcoGym#long-horizon planning#LLM agents

Advances and Frontiers of LLM-based Issue Resolution in Software Engineering: A Comprehensive Survey

Beginner
Caihua Li, Lianghong Guo et al.Jan 15arXiv

This paper is the first big map of how AI can fix real software problems, not just write short code snippets.

#SWE-bench#issue resolution#AI coding agents