david friedberg

Tax-advantaged data center builds with 1-year payback at $50/watt spot pricing deliver high alpha/low beta returns, while frontier model training requires tens of billions with uncertain monetization as open-source narrows gap; hyperscalers and neoclouds (SpaceX, CoreWeave) racing to build GW-scale capacity.

Hyperscalers (Google, Microsoft, SpaceX) are redirecting capital from risky frontier model training to high-ROIC, tax-advantaged compute infrastructure that serves all model providers; scientist departures reflect this capital allocation priority.

Since 1982, Social Security's $2.7T trust fund earned only 3.5% in Treasuries; had it bought the S&P 500, the fund would hold an extra $37T, giving bottom 50% ownership of productive assets instead of government debt — a structural fix for the wealth gap.

Moon's low gravity (1/6th Earth) and zero atmosphere enable electromagnetic mass drivers to ship processed materials to Earth at near-zero transport cost. Autonomous robots solve labor constraint. SpaceX provides railroad infrastructure. This creates a new manufacturing frontier for semiconductors, precious metals, and goods.

Open-source models run locally on phones/laptops for free, need no data centers or billionaire gatekeepers, and drop AI cost 50x; regulatory capture aims to ban open source by imposing FDA-style standards (central monitoring, rollback) that are technologically impossible for published weights — if open source dies, a government-partnered duopoly achieves global AI control.

Only locally-run open models on sovereign infrastructure (bare metal or VPC) guarantee zero data retention and prevent IP leakage to frontier labs, making open source essential for enterprise adoption and national competitiveness.

With $40T debt at 3.4% average cost rolling into 5%+ yields, each 1% rate rise adds 1.25% of GDP to interest expense; $10T must be refinanced in 12 months while Treasury buyback capacity is only $1T — Congress must cut entitlements or bond market forces a crisis by 2026-2028.

35% of world's nitrogen fertilizer transits Strait of Hormuz. Qatar's main urea facility damaged (3-5 year repair). China weaponized exports. US farmers face $700/ton urea vs $350 pre-war, making corn unprofitable. World has <30 days food reserves. Strategic fertilizer reserves needed.