Author

Peigan Gao

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Review Aug 2026

ASI-Bench: At the Dawn of Artificial Superintelligence

Artificial superintelligence (ASI) requires AI to move beyond mastering existing knowledge toward exploring the unknown, creating new knowledge, and turning new ideas into verifiable results. However, the capabilities of today's AI systems are still largely built on learning, compressing, and applying existing human kn...

Jun-Wei Zhou, Zhen Sun, Binyu Li et al. · 2 citations

#machine learning Preprint Aug 2026

Fourth-Moment Geometry of Rademacher Sums

Let $\varepsilon_1,\ldots,\varepsilon_n$ be independent Rademacher signs and let $a=(a_1,\ldots,a_n)\in\R^n$ satisfy the normalization below. For the normalized Rademacher sum, we determine how its higher moments depend on the fourth-order mass. Combining a sharp fixed-q moment envelope with a separate argument below t...

Peigan Gao, Jian Qian · 0 citations