pth-Order Oracle Complexity for Monotone Variational Inequalities

Improves every prior result for p >= 2 and matches the classical extragradient method at p = 1.

Exact FrontierDelta

Prior state unknown→proved

Scope and record

Occurred: Aug 9, 2026

Delta type: SOURCE CLAIM

Assumptions: VibeMathed verification: unreviewed. Publication: preprint. AI contribution: ai-discovered. Imported under CC BY 4.0.

Canonical aliases: pth-Order Oracle Complexity for Monotone Variational Inequalities · Monotone VI complexity

Confidence: Not scored

Registry verification: unreviewed · preprint · resolved

Attribution

VibeMathed
registry · event recorded by

GPT-5.6 Sol
model · ai model contributor · OpenAI

Lesi Chen
human · human collaborator

Xinliang Zhang
human · human collaborator

Hengyu Wang
human · human collaborator

Chengchang Liu
human · human collaborator

Yongchao Chen
human · human collaborator

Jingzhao Zhang
human · human collaborator

Claude Opus 4.6
model · ai model contributor · Anthropic

Lineage and corrections

This event attributed to Jingzhao Zhang

This event attributed to Lesi Chen

This event attributed to Xinliang Zhang

This event attributed to Hengyu Wang

This event attributed to Chengchang Liu

This event attributed to Yongchao Chen

This event attributed to Claude Opus 4.6

This event attributed to GPT-5.6 Sol

Act on this frontier