U RESEARCH NOTE Mv0.1 · 2026-08-12METHODOLOGY + EXTENDED BASKET

Measuring & guaranteeing purchasing power

The exact arithmetic behind the U index, the chain of mechanisms that turns a number into a redemption right, and a data answer to the obvious question: wouldn't gold, bitcoin, real estate or food make it even more stable?

Companion to the U design spec · every figure below recomputed from public data (FRED, OECD, BIS, IMF, S&P, Yahoo)

Research archive. This document records the original multi-currency research design. The shipped Base is the Ethereum-native composition — USDC 50 / gold 25 / S&P tokens 15 / ETH 10, every leg bought on-chain at mint — described on the home page and in the mechanism.

M0 · Scope of the guarantee

What, precisely, is being promised

"Purchasing power" is only a guaranteeable object if you define the basket, the geography, and the tolerance. U's promise is narrow enough to be honest and broad enough to matter:

The guarantee

Any holder can always redeem 1 U for collateral worth the current cost of the reference world consumption basket — the consumption-weighted composite of the US, euro-area, Japanese, UK and Swiss CPI baskets — within a disclosed tracking band (target: ±50 bp), enforced by open mint/redeem arbitrage against a collateral portfolio whose own value is contractually indexed to the same basket.

Three deliberate boundaries. (1) It is the reference basket, not your personal one — a Berlin techno promoter and a Tokyo pensioner consume different baskets; U tracks the weighted world average. (2) The five blocs cover roughly 55–60% of world household consumption at market rates — the part with trustworthy statistics and investable inflation-linked bonds; §M5 covers expansion. (3) The band is a tolerance, not an escape hatch: it is the sum of measurable error sources, each budgeted below.

M1 · Measurement

The index, step by step

Ingest official prints

Five national/supranational CPIs — BLS CPI-U, Eurostat HICP, Japan's e-Stat CPI, ONS CPI, Swiss FSO CPI — each read onchain as the median of N independent oracle operators reporting the same public release. No private data vendor can move the anchor.

Convert to one numeraire

Each region's basket cost is expressed in dollars: Cᵢ(t) = CPIᵢ(t) · Sᵢ(t), with FX from median-of-feeds daily fixes. The dollar is only the display unit — the math is symmetric in any numeraire, which is the point.

Compose the world basket

W(t) = Π Cᵢ(t)^vᵢ with consumption weights v = 40/30/15/10/5. Geometric (log-additive) mean, so no rebalancing drift, no arithmetic-mean bias when currencies diverge, and each region contributes exactly its weight in log space.

Interpolate into a daily drip

CPIs arrive monthly with a lag, so the published target follows the TIPS convention: a reference index with a ~2–3 month indexation lag, interpolated day-weighted between prints (USDi already runs this in production). The target path for the next ~30 days is therefore known in advance — the peg never ambushes a market maker. Prints are used first-print-final; revisions never restate history.

Handle laggards honestly

A source that hasn't printed (Swiss CPI runs ~6 months behind on OECD's feed) is extrapolated at its own trailing-12-month rate, and the dashboard's audit table shows every source's last official print. Statistical honesty is a UI feature.

Worked example — real numbers, December 2025

Every ratio is relative to January 1999 (= 1.0000). Multiply each region's basket-cost ratio raised to its weight; the product is the world price level.

RegionWeight vᵢCPI ratioFX ratio (USD)Cᵢ = CPI·FXCᵢ^vᵢ
United States0.401.97951.00001.97951.3141
Euro area0.301.76311.01031.78131.1891
Japan0.151.15190.72660.83700.9737
United Kingdom0.101.94850.81151.58111.0469
Switzerland0.051.17351.73872.04031.0363
W(2025-12) = product of the last column1.6506

Reading it: the world's consumption basket cost 65.06% more dollars in December 2025 than in January 1999 — so a dollar kept 1/1.6506 ≈ 61% of its purchasing power. Rebasing to the token epoch (2026-01 = $1.0000) gives today's published price, $1.0123 as of August 2026 — the number the live index shows. The US prices-doubled story (CPI ratio 1.98) and the yen's collapse story (FX ratio 0.73 despite only 15% domestic inflation) are both visible in one table — that is why both CPI and FX legs are required.

Why these design choices

Geometric mean

Because log space is fair

Arithmetic baskets overweight whichever currency just appreciated; geometric contributions stay exactly vᵢ regardless of level, and monthly log-returns add cleanly — the whole backtest math stays linear.

Consumption weights

Because that's the hedge target

The min-variance optimizer, run on 27 years of data, lands within ~2pp of the consumption weights on every window tested. The structure, not the fitting, carries the stability — so weights can be public, simple, and revised at most ±2pp/year.

Five blocs

Because the guarantee needs bonds

A region enters the index only if its statistics are independent and its government issues investable inflation-linked debt — the index must remain hedgeable (§M2). That is what excludes, for now, blocs with capital controls or thin linker markets.

Official CPIs only

Because oracles get captured

Real-time private feeds (Truflation-class) were hacked in 2024 and moved 1.56pp by one internal model change in 2026. They may nowcast between prints, capped to basis points; the anchor is always the slow, boring, canonical release.

M2 · The guarantee chain

From a published number to a right you can exercise

An index guarantees nothing by itself. The guarantee is a chain of four links, each independently attackable, each with a disclosed failure mode — and the purchasing-power promise is exactly as strong as the weakest link.

Index → U rate

The redemption value of 1 U is W(t), published daily with a 30-day forward path. Error source: oracle/nowcast noise between official prints. Budget: ±10–20 bp, converging to zero at each release.

U rate → collateral

The reserve holds what the liability promises: a ladder of inflation-linked sovereigns in index weights — TIPS (40%), euro linkers (30%), JGBi (15%), UK linkers (10%), CHF bills + gold insurance sleeve (5%) — plus a ~5% T-bill liquidity overlay. Their principal is contractually indexed to the same CPIs that define W(t): asset–liability matching, not yield-chasing. Error source: ladder tracking (indexation lags, hedge slippage). Budget: ±30–50 bp/yr, absorbed by the buffer before holders ever see it.

Collateral → redemption

Hard, always-on primary market: mint by depositing W(t) of eligible collateral, redeem 1 U for W(t) of collateral, in kind or via the liquidity sleeve, with a small conversion fee (hard-capped, never gated; terms published separately). This is the link every failed flatcoin skipped — SPOT "targets" its index and trades 84% away from it.

Redemption → market price

With a known forward path and hard redemption, any deviation beyond fee+gas is riskless arbitrage. The peg isn't defended; it is farmed by whoever shows up. Secondary venues (AMM ranges recentred along the drip) are conveniences, not load-bearing.

The buffer waterfall — who absorbs error, in order

LayerFunded byAbsorbsIf exhausted
1 · Real-yield incomeLadder real yield (~1–2%/yr above the index)Routine tracking error, operationsflows to layer 2
2 · Equity bufferRetained surplus, target 2–4% of supplyILB liquidity gaps, negative-real-rate stretcheslayer 3
3 · Issuer capitalOwn funds (MiCA-style requirement)Tail eventslayer 4
4 · Disclosed U rate discount—Whatever remainsPublished haircut, pro-rata, never a hidden gate
A guarantee is not the absence of failure modes. It is the enumeration of them, with a named payer for each.
M3 · Extended basket research

Gold, bitcoin, real estate, food — tested, not vibed

The intuition is respectable: real assets for a real-value coin. So we ran the same purchasing-power machinery over gold (2001→), bitcoin (2015→), US housing (Case-Shiller), and the IMF global food-price index — everything measured in the world basket W(t), exactly like the currencies. The intuition does not survive contact with the data.

Candidate assets, measured in the world basket
real (purchasing-power) value, each normalized at its own start · log scale · quarterly
Gold +8.2× real since 2001, BTC +272× real since 2014 — magnificent growth assets. But a ruler that stretches 8× is exactly as useless as one that shrinks. Stability is the flat line, and nothing here is flat.

The numbers

AssetPP volatility /yr
2001–2025
PP volatility /yr
2015–2025
Real drift /yrMax real
drawdown
US dollar (reference)3.82%3.09%−2.2%−45%
US housing (Case-Shiller)4.64%*3.87%*+2.2%−40%
Food commodities (IMF index)9.63%9.48%+0.9%−35%
Gold15.48%12.81%+9.4%−34%
Bitcoin—67.08%+69.6%−76%
Min-variance fiat basket0.87%0.85%−1.9%†—

* Appraisal-smoothed and ~2-months lagged — true transactable volatility is meaningfully higher. † The fiat basket's drift is world inflation itself, removed by U's indexation, not by asset selection.

The sleeve test — what happens to stability when you add them

The practical question isn't "are they volatile" but "does a small sleeve help." So: take the min-variance fiat basket, carve out a sleeve, measure the portfolio's purchasing-power volatility again.

PortfolioPP volatility /yrvs fiat-only
Fiat basket only (2001–2025)0.872%—
+ 5% housing0.874%+0.2%
+ 5% food0.929%+7%
+ 5% gold1.181%+35%
+ 10% gold1.794%+106%
+ 2% bitcoin (2015–2025 vs 0.851%)1.639%+93%
+ 5% bitcoin (2015–2025)3.517%+313%

And when the long-only min-variance optimizer is simply offered the new assets, it answers directly: gold gets 0.0% weight (the optimum is unchanged to four decimals), bitcoin gets 0.0%, food gets 1.4%, and housing gets 6.7% — the last two shaving the volatility from 0.872% to 0.841%, a three-basis-point improvement that sits inside estimation noise and leans entirely on appraisal-smoothed housing data. Gold is genuinely uncorrelated with every fiat's purchasing power (ρ ≈ 0.03–0.08) — but diversification cannot rescue an asset whose own volatility is 18× the portfolio's.

Verdicts

GoldNOT A STABILIZERKEEP — AS INSURANCE

15% purchasing-power volatility and a +9.4%/yr real drift: gold is a bent ruler that also happens to be getting longer. Every sleeve size tested makes U less stable. But its zero correlation with all five fiats is exactly the profile of tail insurance against the one scenario the index cannot see — coordinated debasement where all five CPIs are politically suppressed at once. The design keeps the 5% hard-buffer sleeve and prices it honestly: roughly +30 bp of volatility as a knowable insurance premium, governance-capped at 10%.

vol 15.5%/yr · real drift +9.4%/yr · optimizer weight 0.0% · corr to fiats ≈ 0.03–0.08
Bitcoin & cryptoZERO COLLATERAL WEIGHT

67% volatility and a −76% real drawdown during its best decade ever. A 2% sleeve doubles the coin's instability; 5% quadruples it. The honest role for crypto is not inside the reserve but beside it: an optional, overcollateralized ETH/BTC minting vault (RAI-style, 150%+ collateral, its own liquidation engine) for users who need censorship-resistant entry — a separate product lane whose risk never touches the main reserve.

vol 67.1%/yr (2015–25) · max real drawdown −76% · +2% sleeve: portfolio vol ×1.9
Tokenized real estateNOT YETWATCHLIST

The optimizer's small housing allocation is a statistical mirage: Case-Shiller is appraisal-smoothed, two months lagged, and not a tradable instrument — real transaction volatility is far higher, and 2008 (−40% real, on the smoothed series) shows the tail. Tokenized RE in 2026 is still fractionalized single buildings with venue-level liquidity — nowhere near redemption-grade. And here is the deeper point: housing is already in the index — shelter is ~33% of US CPI, ~a fifth of the others — so the liability side already breathes with rents, and the ILB ladder already hedges it. Revisit if a deep, investable, transaction-based tokenized RE index emerges.

smoothed vol 4.6%/yr (true vol higher) · corr to USD PP +0.79 · shelter ≈ 33% of US CPI already
Food basketNOT AS COLLATERALADOPT — AS TRIPWIRE

Right instinct, wrong slot. Food is already inside W(t) with real weight — roughly 13% of US CPI, ~20% of the euro area's, ~26% of Japan's — so U holders are food-hedged through the index by construction; holding futures on top would add 9.6% volatility, negative roll yield, and no real coupon. Where raw food prices earn a place is the oracle layer: the IMF/FAO food index is fast, global, and hard to fake — the design adds it as a manipulation tripwire, flagging any national CPI print that diverges from observed food inflation beyond a disclosed band. Food doesn't back the guarantee; it audits it.

vol 9.6%/yr · optimizer weight 1.4% · already ≈13–26% of each CPI basket via weights
Every asset that feels like an inflation hedge is a growth asset with good marketing. The only instrument whose contract tracks the basket is the inflation-linked bond — which is why it, and not the vibes, backs the guarantee.
M4 · Collateral policy v0.2

What changes after this research

SleeveWeightStatusRole
Inflation-linked ladder (TIPS / euro linkers / JGBi / UK linkers)~90%unchangedThe guarantee — asset–liability matching in index weights
CHF bills~2–3%unchangedCHF leg (no Swiss linkers exist)
Gold2–5%reframedTail insurance vs coordinated debasement — priced as premium (~+30 bp vol), cap 10%, never a "stability" claim
T-bill / money-fund liquidity overlay~5%unchangedSame-day redemptions
Bitcoin / crypto0%decidedExcluded from reserve; optional overcollateralized mint vault as a separate lane
Tokenized real estate0%watchlistRe-test when a transaction-based, investable tokenized index exists
Food commodities0%new roleOracle tripwire: IMF/FAO food index audits CPI prints for manipulation
M5 · Widening the world

From 60% of world consumption toward all of it

The five blocs are where trustworthy statistics and investable linkers overlap today. A candidate bloc joins the index when it clears four gates, in order: (1) statistical independence — a national CPI with credible methodology and revision discipline; (2) open capital account — the currency leg must be hedgeable offshore; (3) an investable inflation-linked market — the guarantee requires matching assets, not just a number (India and Brazil have linkers; China effectively doesn't); (4) oracle redundancy — at least two independent paths to the print. Weights move at most ±2pp per annual revision, so entries are gradual and announced.

Sequencing under study: a CNY bloc fails gate 2 today; INR and BRL clear gates 1–3 with thinner linker markets — likely first additions at small weights; an EM composite sleeve (hedged via a basket of local linkers) could lift world-consumption coverage toward ~75–80% without breaking hedgeability. Every addition is a trade: more "world" in the numerator, more oracle and hedge risk in the guarantee. The rule stays: the index never outruns the collateral that makes it redeemable.