Author

Le-Qian Yang

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#artificial intelligence Preprint Sep 2026

ArchitectureIQ: On the Measure of Training Intuition

Top researchers have good intuition, but do language models have as good intuition about model training as top AI researchers? To measure model intuition of LLMs and humans, we introduce the ArchitectureIQ benchmark. Each question presents a synthetic dataset and several training recipes, and the test-taker is asked to...

Zi-Rui Ren, Shao-Yang Guo, Chen-Cheng Tang et al. · 0 citations

#machine learning Preprint Sep 2026

A Chosen Future Can Still Be Rewritten: Causal Writability in Video Models

When a video model generates physically incorrect motion, did it fail to learn the correct motion, or did it learn it but fail to use it? We show the latter: the correct motion remains available inside the model and can still be made to control the generated video. We train on videos where red masses oscillate slowly a...

Xing-Yun Wang, Hao-Min Zheng, Man Yuan et al. · 0 citations