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

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All SourcesarXiv
#explicit reasoning

Research on World Models Is Not Merely Injecting World Knowledge into Specific Tasks

Intermediate
Bohan Zeng, Kaixin Zhu et al.Feb 2arXiv

This paper argues that true world models are not just sprinkling facts into single tasks, but building a unified system that can see, think, remember, act, and generate across many situations.

#world models#unified framework#multimodal reasoning

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints

Intermediate
Yinger Zhang, Shutong Jiang et al.Jan 26arXiv

DeepPlanning is a new benchmark that tests whether AI can make long, realistic plans that fit time and money limits.

#long-horizon planning#agentic tool use#global constrained optimization