
- Rapid AI algorithmic progress (multiple OOMs) and autonomous research will drive intelligence takeoff and robotics breakthroughs.
- Automated production and supply chains will yield deflationary abundance, reshaping jobs and capital flows.
- Societal risks include power concentration, coordination challenges, and psychological adaptation amid fast change.
About the Authors
Federico Ulfo
Founder, Engineer
New York City