Original models, published with their evidence. Every figure classed OBSERVED / DERIVED / ESTIMATED / SPECULATIVE; every thesis published with the observations that would prove it wrong. We grade our own calls in public.

A bottom-up model of the silver market, 2020–2035. AI demand quantified honestly, PV thrifting mapped, and the float mechanism that actually sets the price.

Beijing reports 2,366 tonnes of gold. The flows say double. The 21-month streak, the gold beans, and the settlement plumbing — documented vs inferred, kept strictly apart.

Hard assets in a hike-or-hold world: fiscal dominance, the energy-inflation floor, the official gold bid — and the dates that decide the quarter. Graded in public next quarter.

From Augustus to the monster box: Jefferson's basement half dismes, the greatest collections ever sold, and the actual science of the hoarding instinct.

Two thousand years of governments making money worth less — the denarius data, Old Coppernose, LBJ's promise, the $40 trillion debt, and the honest counter-case.
Coming next: The Float Report (monthly) · Stress Index history · the daily Brief. Research becomes tools — the instrument panel is where models go to live.
Hard Money. Hard Numbers. · Not investment advice. Some links pay us a commission — disclosures. Affiliate economics never determine research conclusions or rankings. © 2026 OunceDesk. Every figure classed OBSERVED / DERIVED / ESTIMATED / SPECULATIVE.