harm layer

Concentration

harm_concentration

Governance and market-power concentration --- cloud primes, frontier labs, chip foundries, mission-software layers. Harm is the democratic and epistemic cost of few actors gatekeeping the compute, models, and deployment surface.

Interventions scored against this layer

Scale funding for interpretability and alignment research. 0.60
Expand frontier-lab compute capacity (chips, datacenters, networking). 0.20
Accelerate grid and generation buildout (permitting reform, interconnection, new generation). 0.70
Invest in AI workforce training and retraining programs. 0.80