ICML 2026 Opens in Seoul With Record 23,918 Submissions — Agentic AI Safety Dominates Research Agenda

What happened

ICML 2026 officially opened on July 6, 2026, at the COEX Convention Center in Seoul, South Korea. The conference received a record 23,918 submissions — more than double 2025's record of 12,107.

Context and impact

ICML is one of the world's most prestigious machine learning research venues. The explosive growth reflects the surge in global AI research activity. The dominance of agentic AI safety topics — constrained policy optimization, uncertainty quantification for multi-step systems, conformal guarantees for agentic pipelines — signals a maturing field grappling with real-world autonomous AI deployment challenges.

Details

• Record submissions: 23,918 (more than double 2025's record of 12,107)
• Accepted papers: 6,352, all available on arXiv before the conference
• Venue: COEX Convention Center, Seoul, South Korea
• Schedule: Tutorials July 6, Main Conference July 7–9, Workshops July 10–11
• Top research themes: agentic AI safety, constrained policy optimization, uncertainty quantification for multi-step systems
• Apple, Google DeepMind, and other major AI labs are presenting research