Dean Ball

Former AI adviser in the Trump administration. A high-signal internal-dissent voice on US frontier-AI regulation.

Key vault-relevant framings

The libertarian → draconian pivot. "In a matter of weeks, us federal ai policy has gone from implausibly libertarian to increasingly draconian and opaque."
Amortisation-window warning. Ball notes labs typically defray the enormous cost of training frontier models "in the first few months of their release, while they have a temporary edge over competing models. Every week of delay is eating into the narrow window that labs have to make their accounting work."
Capex hesitation warning. Companies may be reluctant to invest the vast sums planned for data centres "to serve frontier models to whatever 100 companies the us government will allow access."

Ball is the vault's cleanest inside-the-tent framer of AI Licensing Regime (US) structural costs — his framings are the ones policy debates hinge on.