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

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All SourcesarXiv
#inference-time scaling

TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models

Beginner
Fangxu Yu, Xingang Guo et al.Jan 26arXiv

TSRBench is a giant test that checks if AI models can understand and reason about data that changes over time, like heartbeats, stock prices, and weather.

#time series reasoning#multimodal benchmark#perception

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