1 of 2

Close-out and Outlook

Martin Leitgab, Independent�https://www.linkedin.com/in/martinleitgab/

�Mini-Symposium on Accelerating AI Safety Progress via Technical Methods; NYC/Virtual, 10/10/25

2 of 2

Summary: Accelerating AI Safety Progress via Technical Methods

  • Key acceleration domains for x-risk reduction, in particular from near-term powerful AI:
    • Determine most effective x-risk reduction solutions for beyond-human level AI
    • Mature them with sufficient AI/human capacity
  • Non-technical methods appear as key complementary component to success:
    • Field-building/talent pipelines, and general research funding
    • Governance/implementing effective solutions in frontier model development pipelines
  • All interested parties are invited to connect and contribute- more connection opportunities are planned to follow