A personal letter on transformative AI
Multiplier, May 15, 2026
Abstract
Rapid advancements in artificial intelligence, driven by the exponential scaling of computational power and training data, indicate that machine intelligence may soon automate virtually all human cognitive and physical labor. This trajectory suggests a compression of scientific and economic progress wherein centuries of developmental breakthroughs could occur within years, offering unprecedented opportunities for material abundance and disease eradication. However, this transition poses severe, catastrophic risks, including the weaponization of these systems for biological threats, the extreme centralization of political and economic power, and the potential loss of human control over autonomous entities whose internal mechanisms remain poorly understood. Despite these existential dangers and warnings from prominent researchers, global competitive and commercial pressures continue to accelerate development. Mitigating these risks requires international coordination to manage development velocity, alongside a systemic reallocation of human capital toward safety research, alignment protocols, and governance frameworks to ensure humanity retains agency over its technological trajectory. – AI-generated abstract.