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Gabriel Zucman · UNU-WIDER Annual Lecture 28 (2025); Intertax 54(1): 7-8 (2026), special issue 'The Zucman billionaire tax'
The Billionaire Tax: A (Modest) Proposal for the 21st Century
11 problems found: 1 major · 4 moderate · 6 minor
What the paper claims
- A coordinated minimum tax requiring dollar billionaires (about 3,000 taxpayers) to pay at least 2% of their wealth each year in individual income and wealth taxes would raise $200-250 billion per year globally; a 1% rate would raise $80-100bn, a 3% rate $307-384bn, and extending the 2% minimum to wealth between $100m and $1bn would add $108-135bn ('$100-140 billion').
- All taxes included, billionaires pay lower effective tax rates than other social groups in every country studied, because the individual income tax collapses at the very top.
- The 2% rate is a de minimis, non-regressivity standard: it lifts billionaires' all-in rate to about the rate of the bottom 99%, 'no lower than that of ordinary taxpayers - but ... also no higher', which 'justifies the focus on the 2% rate'; extending it to centi-millionaires raises their rate from below 28% to 34%.
- The wealth of the global top 0.0001% rose from 3% to more than 13% of world GDP between 1987 and 2024; its 'average wealth' grew 7.1% a year in real terms, against 1.3% for income per adult and 3.2% for wealth per adult; low tax rates lead to 'an explosive wealth accumulation process'.
- The proposal is modest and feasible: billionaires earn ~7.5% real returns, so a 2% minimum should cause limited liquidity problems; about half of billionaire wealth is in listed shares with observable market values; international coordination limits tax competition and the standard is technically possible.
Every problem found
1majorlikely · newly identified here · speculative assumption
To claim that a 2% levy brings billionaires up to, but not above, what ordinary people pay, the author has to assume how much income billionaires earn each year relative to their fortunes. The lecture does not say what it assumed (9%), and the author's own tax-record studies point to 5.6-7.4%. At those levels a 2% levy would take 43-50% of billionaires' income, more than any other group pays. The tax would raise the same money, but it would not be the 'minimal' fix the lecture describes.
Technical detail and evidence
Why it matters, in detail. Post-reform all-in rate = tau_now + (m - tau_ind)(1 - e)/r, with tau_now = 22.1% of pre-tax income, tau_ind = 0.29% of wealth, e = 10% and r = pre-tax income/wealth. The increment scales with 1/r: r = 9% gives +17.1 pp (39.2%); r = 7.42% (SZ 2019, top 400 by wealth, 2016) gives +20.7 pp (42.8%); r = 5.6% (BSYZ 2025, Forbes 400, 2018-20) gives +27.5 pp (49.6%). The parity-calibrated minimum is ~1.4-1.7% of wealth, and the revenue attributable to removing under-taxation relative to parity falls to ~$121-200bn. Counter-evidence: income-ranked top groups, whose current rates enter Figure 4, have higher ratios (US 2018: 10.7%, giving 36.5%), and BSYZ use basic-price income. But the minimum applies to wealth-ranked billionaires, and 2024 valuations imply lower, not higher, ratios (the 400 richest US citizens on the Forbes global list held ~78% more wealth in 2024 than on average in 2018-20). Cross-effect: a lower ratio would also lower the 1.2%-of-wealth current rate assumed for centi-millionaires (Blueprint fn 17 uses 11%), raising that tier's revenue.
Evidence. Reproduction (scripts/parity_check.py): 22.1% + (2% - 0.29%) x 0.9 / 9% = 39.2% (Figure 4 digitised: billionaires 22.1% -> 39.3%; ordinary groups 37.0-41.3%). Evidence on the ratio: (i) Saez & Zucman (2019) appendix workbook, sheet top400hweal (top 400 ranked by wealth): pre-tax income/wealth mostly 9.0-10.6% in 2000-2012, but 7.4-8.2% in 2013-2016 and 7.42% in 2016, the latest year; the 2018 top 400 ranked by income (the group behind the US 23% input) has 10.69% (sheet full2018). (ii) Balkir, Saez, Yagan & Zucman (2025, NBER w34170, Table 1): economic income/wealth 5.6% for the Forbes 400 in 2018-20 (top 100: 5.3%); their sensitivity range (total rate 21.7-26.4%) implies at most ~6.1%. (iii) Internal consistency: the Blueprint's 7.5% return is net of business-level taxes and includes pure capital gains (Section 1.3 and fn 9); adding ~0.7-1.0% of wealth of business taxes and removing ~2% pure gains (the Blueprint's own global figure) implies a pre-tax income/wealth ratio of ~6.2-6.5%, and at most ~8.5% even with zero pure gains. With r = 7.42%, 6.14% and 5.6%, the post-reform rate is 42.8%, 47.2% and 49.6%, above every ordinary group in Figure 4 (maximum 41.3%, P90-95). The minimum that just reaches ~39% parity would be 1.71% or 1.36% of wealth, raising $160-200bn or $121-151bn rather than $193-242bn. US-only check with the author's administrative data (BSYZ 2025 Table 2, wealth-ranked Forbes 400): total taxes 1.3% of wealth, individual taxes 0.6%; a 2% individual minimum gives 2.56-2.70% of wealth = 45.7-48.2% of economic income vs 30.2% for the US population; even at r = 9% US billionaires (23.8% -> 37.8%) would exceed the US average.
Why this severity. The 'no higher'/de minimis claim is the stated justification for choosing 2% and the basis of the 'modest' framing. Under defensible ratios (5.6-7.4%) a 2% minimum would make billionaires the most heavily taxed group (43-50% vs at most 41%), so the parity claim fails rather than merely shifting. The revenue arithmetic of a 2% tax and the regressivity diagnosis are unaffected.
The authors' response. No direct response located. The Blueprint (p.29) says the results are 'illustrative of high-income countries on average', that the proposal 'does not guarantee that tax progressivity will be safeguarded in each country', and that 'some regressivity would remain at the top' (P99-$100m ~35% vs middle class ~40%). These caveats do not appear in the lecture.
2moderateconfirmed · newly identified here · internal inconsistency
The lecture says the fortunes of the world's richest one-in-a-million households grew 7.1% a year after inflation. That number is the growth of the group's combined wealth. Because the group gets bigger as the world population grows, growth per household is about 5.4%. The rich still got richer faster than everyone else, but less dramatically than stated, and the '7.5% return' built on the same number is closer to 5.8%.
Technical detail and evidence
Why it matters, in detail. Real per-household growth of top-0.0001% wealth is ~5.3-5.4% with the World Bank deflator (4.6-5.1% with US deflators), not 7.1%. Against average wealth per adult (3.2% under the lecture's assumption; ~2.85% with WID private wealth 306% -> 524%), the excess is ~2.1-2.5 pp rather than 3.9 pp. The growth-accounting return becomes ~5.7-5.8% (~6.3-6.4% if charitable giving of ~0.6% of wealth, BSYZ 2025, is added as an outflow). That is below the 6-7% global average pre-tax return the Blueprint uses to argue that billionaires earn excess returns, and the Blueprint's net return under a 2% minimum falls from 5.5% to ~3.8-4.4%. Concentration still accounts for ~53% (author's wealth/income path) to ~63% (WID private wealth) of the rise in top wealth/GDP, so 'most' survives.
Evidence. Arithmetic identity: average top wealth growth = growth of (top wealth/GDP) + growth of income per adult (+ drift in adults per household). With 7.1% and 1.3%, top wealth/GDP would have to rise x7.85 (to ~24-25% of GDP); the plotted series rises x4.19 (3.19% -> 13.39%, adjudicator digitisation of the PDF vector path; Claude: 3.15% -> 13.32%). World Bank data (scripts/fig3_growth.py): real GDP per adult aged 15+ grows 1.33%/yr, matching the 1.3%. With the same World Bank deflator (current/constant USD GDP), the group's TOTAL real wealth grows 7.07-7.17%/yr, matching 7.1%; per adult it grows 5.33-5.42%/yr. With the US GDP deflator per-adult growth is 5.0-5.1%; with US CPI, 4.6-4.7%. Reconciling 7.1% as an average would require adults per household to rise ~80-85% over 1987-2024. The arithmetic mean of annual per-adult growth is ~6.6% (Codex), still not 7.1%.
Why this severity. A confirmed error in a prominent secondary statistic: growth is overstated by ~1.7 pp (~25%), the excess over average wealth growth by ~45%, and the derived return (7.5% -> ~5.8%). The qualitative conclusions survive (top wealth outpaced average wealth; 2% is below the return), and the revenue and tax-rate findings do not depend on it.
3moderateconfirmed · previously known · overclaiming
The $200-250 billion is what the tax would bring in during its first year if every country adopted it, fortunes were valued at magazine rich-list prices, and at most a fifth of the money were lost to avoidance. Those are optimistic conditions. With typical estimates of how the rich respond, or if some big countries stay out, the yield would be noticeably lower, though still large.
Technical detail and evidence
Why it matters, in detail. Static score R = (m - mean tau) W (1 - lambda), with W = $14.21T, mean tau = 0.3% and lambda in {0, 0.2}. The lambda = 0.2 low end is equivalent to a one-off base response with semi-elasticity ~13. Long-run difference-in-differences estimates (Jakobsen et al. ~20.8; Brülhart et al. >= 43, partly cantonal mobility) imply $116-170bn. Upside factors partly offset this: taxpayer-level heterogeneity in current rates (which makes the average-rate calculation conservative), the larger 2025 Forbes base (~$16T), and possible under-coverage of 'Southern billionaires'. Net: the static potential is robust, but the expected recurring yield under realistic enforcement and participation is plausibly 10-40% below the $200-250bn headline, and lower still with incomplete participation.
Evidence. Reproduction: $14.2096T (2,781 entries) x 1.7% = $241.6bn; x 0.8 = $193.3bn (scripts/revenue_check.py). Mitigating: the 20% loss equals a taxable-wealth semi-elasticity of ~13 for the 1.7 pp increase (-ln 0.8 / 0.017), the Penn Wharton weighted literature average (optimal-tax-behavior-17). Sensitivity with W' = W exp(-e x 1.7pp): e = 7 -> $214bn; e = 17 (Advani & Tarrant 2021 upper end) -> $181bn; e = 20.8 (Jakobsen et al., 8-year response) -> $170bn; e = 43 (Brülhart et al. 2022, includes inter-cantonal mobility) -> $116bn. Participation: US citizens hold 40.1% of the Forbes 2024 base, so without US participation revenue is ~$116-145bn. Valuation: BSYZ (2025) report that for single Forbes-400 decedents the gross estate is 39% of the Forbes estimate, and estate taxes paid equal 6.8% of Forbes wealth against a 40% statutory rate. This shows how far assessed values can fall below rich-list values under current practice; it is an upper bound on pure valuation error, since it includes legal planning. Skar et al. (2025) find a median statutory-value/sale-price ratio of 61% for Norwegian unlisted firms, but a mean of 109%.
Why this severity. The arithmetic is exact and the conditions (2024, 0-20% loss, 'globally') are partly visible, so the headline is not wrong as a static potential. Presenting it as recurring annual revenue, however, overstates its reliability. Under central literature elasticities realised revenue sits near or below the $193bn low end (10-30% below $242bn), and partial participation or Swiss-type responses would cut it by 40-50% or more.
The authors' response. The Blueprint (p.27) states the first-year limitation and argues that in the short run non-avoidance responses can be neglected because wealth is a stock. It notes (p.25) that the 20% loss exceeds the 15% used by Saez & Zucman (2019a); proposes valuing private firms by listed-company multiples and transactions (Section 4.1); and proposes stronger exit taxes and 'tax collector of last resort' rules for incomplete participation (Section 4.3). The lecture (p.22) calls for rules effective 'even with less than full participation'.
4moderateconfirmed · previously known · selective presentation
The claim that French billionaires pay 'about half' the rate of everyone else counts pension contributions and VAT as taxes paid by ordinary people. By the author's own figures, the average rate is 41% without pension contributions and 32% without VAT as well, against 27% for billionaires. Billionaires still pay less, and the drop at the very top is real. But how large the gap looks depends on accounting choices the lecture does not mention, and the French chart joins two studies that measure taxes differently.
Technical detail and evidence
Why it matters, in detail. The comparator is total compulsory levies divided by net national income (~52%). It includes contributory pension contributions (~11 pp) and VAT (~9 pp), which are negligible for billionaires. Because DINA pre-tax income is defined after the operation of the pension system, contributions are also netted from workers' income while counted in their taxes (Bruil et al. 2025 acknowledge this). The ~25 pp gap (52 vs 27) shrinks to ~14 pp (41 vs 27) or ~5 pp (32 vs 27) under the author's own alternative numbers. The Figure 1 splice exaggerates the cliff at P99.99 by roughly 5-7 pp (51.9% under DINA vs ~45-46% under Bach et al.'s concept at the top-0.1% threshold). The billionaire endpoint itself is little affected, since VAT and contributions are negligible for that group.
Evidence. The author's own reply (Le Grand Continent, 2 Jul 2025): excluding pension contributions 'le taux d'imposition du Français moyen tombe à 41 % environ'; excluding VAT as well, '32 %'. IPP excludes 'La TVA, les cotisations retraite, la taxe d'habitation et la taxe foncière'. Within one consistent study the rate falls from 46% at the top 0.1% to 26% for the top 0.0002% (IPP Note 92, 2023), or from ~45% to ~25% (Bach et al. 2025). Adjudicator digitisation of the Figure 1 France line, P0-10 to billionaires: 45.6, 47.3, 49.1, 50.1, 51.3, 51.5, 52.0, 52.1, 53.0, 53.4, 53.8, 53.8, 51.9, 37.6, 28.6, 27.2. GTER 2024 4-progressivity.xlsx (sheet datafig4.1, column 'Bozio et al. (2020)'): 46.0, 47.4, 49.0, 50.3, 51.4, 51.8, 52.1, 52.5, 53.6, 53.8, 53.9, 53.2, 50.3, 48.6 (P99.99-99.999), billionaires 26. The GTER 2024 source note reads: France 'for P0-10 to P99.9-99.99, ... Bozio ... (data is for 2018); for billionaires: Laurent Bach ... (data is for 2016)'. Bruil et al. (2025, fn 24) describe the same Bozio/Bach splice for France. Bach et al. (2025) also show that the DINA dividend-imputation method behind Bozio et al. gives flat 39-41% rates at the top.
Why this severity. The direction (billionaires pay less than other groups) survives every convention, but the size does not. Billionaires pay ~52% of the comparator under the author's convention, ~66% excluding pension contributions and ~84% also excluding VAT. Within one consistent study the drop from the top 0.1% is ~20 pp, not the ~25 pp implied.
The authors' response. Zucman (Le Grand Continent, 2 Jul 2025) argues that excluding any compulsory levy 'n'a guère de justification', that all statistical agencies include them, and that once the other levies are reintegrated the average returns to ~52% 'sans que celui des milliardaires n'augmente significativement pour autant'.
5moderateconfirmed · previously known · methodology
The lecture says billionaires can easily afford 2% a year because their wealth has grown about 7.5% a year. But that growth is mostly paper gains, and partly reflects new fortunes joining the list, not cash coming in. US tax records show the richest 400 receive roughly 1% of their wealth a year in dividends, interest and similar cash income. Many could borrow or sell shares, and the author has proposed letting people pay in shares, but the lecture's evidence does not show that cash shortfalls would be rare.
Technical detail and evidence
Why it matters, in detail. R = g + tau + c identifies an average total return only for a closed, unranked cohort. With re-ranking, the between term (~2.5 pp/yr for the Forbes 400) and population growth (~1.7 pp/yr, F2) inflate g. Even a correctly measured R includes pure price effects, whereas the minimum must be paid from distributions, sales, borrowing or in kind; for the Forbes 400, cash income other than realised gains is ~1% of wealth. Liquidity pressure is therefore concentrated on high-valuation, low-payout founders, and handling it requires design features (deferral, payment in shares) whose fiscal cost is not scored.
Evidence. Blueprint Section 1.3 (p.18) derivation. Gomez (2023): the 3.9%/yr growth of the Forbes-400 wealth share (1983-2017) = within 3.0% + between (displacement) 2.5% + demography -1.5%. BSYZ (2025) Table 1 (Forbes 400, 2018-20): economic income 5.6% of wealth; fiscal income $188.7m per tax unit = 2.35% of wealth, of which 61% is realised capital gains; dividends, interest, rents/other and wages together ~1.0% of wealth; listed firms distribute 19% and private C-corporations 7.4% of pre-tax profits. A 2% charge is thus ~85% of reported fiscal income and ~2x non-capital-gains cash income on average. Codex counterexample: two fortunes of 100 and 90, where the second adds 60 of saved labour income; the top-ranked fortune grows 50% with zero return on any initial asset.
Why this severity. The inference from average fractile growth to limited liquidity strain is invalid as stated, but the conclusion may still hold for most billionaires (borrowing, higher payouts, asset sales, payment in shares), and the revenue and tax-rate findings do not depend on it. How common and how costly genuine liquidity cases would be is unmeasured.
The authors' response. Lecture p.16 and Blueprint Section 1.2: billionaires can borrow against their shares, and their income is 'neither virtual nor trapped'. In the Aghion-Zucman debate (Challenges, September 2025) Zucman proposed allowing the 2% minimum to be paid 'en nature, c'est-à-dire avec des actions de son entreprise' and acknowledged 'des cas limites qu'il faut étudier'.
6minorconfirmed · newly identified here · documentation gap
The lecture presents four countries' figures as fully comparable, but the Italian 'billionaire' number is one man's tax return (Silvio Berlusconi's), and the 'billionaires' in the other countries are the households with the highest incomes, not necessarily the richest. The main pattern still holds, but readers are not told how thin some of the evidence is.
Technical detail and evidence
Why it matters, in detail. One of four countries' billionaire endpoints is an anecdote, and group definitions (income- vs wealth-ranked), years (2015-2020) and tax concepts differ across countries, so 'same methodology' overstates comparability. Ranking by income selects high-income years and high income/wealth ratios, which matters when converting wealth-based minima into income shares (F1).
Evidence. Blueprint fn 2 (p.10), fn 21 and Appendix A (p.47). Bruil et al. (2025, fn 24): the Berlusconi estimate 'is purely illustrative'. BSYZ (2025, fn 3): Bach et al. (2023) and Bruil et al. (2025) rank by economic income, not wealth. SZ (2019) sheet full2018: the US top 400 by income have average wealth of $4.27bn. Figure 1 (adjudicator digitisation): Italy's solid line ends at 37.8% (P99.9-99.99), with a dashed segment down to ~18% for billionaires. BSYZ Table 2: for the US top 400, individual income and payroll taxes are 11.0% of economic income vs 8.9% for corporate taxes.
Why this severity. A transparency problem with little effect on conclusions. Italy's top-0.1% rate (~38% vs ~55-58% for middle groups) already shows a decline at the top without the single billionaire point, and Italy is not used in the revenue calculation.
The authors' response. Blueprint fn 2 argues that Berlusconi's case 'is likely to be representative of other Italian (and more broadly European) billionaires', because the same tax-minimising structures are available to all of them; the lecture states that it summarizes the Blueprint.
7minorconfirmed · previously known · methodology
The lecture counts the corporate tax a billionaire's companies pay when showing how little billionaires pay, but the proposed minimum ignores it. So a billionaire whose companies already pay a lot of corporate tax would end up paying more than ordinary people, while one whose companies pay little would just reach parity.
Technical detail and evidence
Why it matters, in detail. Post-reform all-in rate_i = (CIT_i + max(2% W_i, T_ind,i) + other_i)/Y_i. With CIT_i/Y_i varying across fortunes (e.g. 0-15 pp), post-reform rates spread around the 39% average by a similar amount, so high-CIT fortunes exceed parity even when the average meets it.
Evidence. Lecture p.13 (27% = 1.7% individual + ~25% corporate) and p.15 (taxes excluded from the minimum). BSYZ (2025) Table 2: corporate tax is 8.9% of economic income for the US top 400 (10.1% for the top 100). Boadway & Keen (Intertax 2026, abstract) point to 'anomalies' of the hybrid design.
Why this severity. A disclosed, deliberate design choice. It affects how post-reform rates are distributed across billionaires, not the average calibration or the revenue.
The authors' response. This is a deliberate design: only individual taxes count, because the minimum is meant to remedy the failure of the individual income tax (lecture pp.15-16; Blueprint Section 2.1).
8minorconfirmed · newly identified here · misrepresentation of source
To estimate how fast average wealth grew, the lecture assumes wealth doubled relative to income, combining two different wealth measures from the source it cites. The consistent figure is a bit lower (about 2.9% a year instead of 3.2%), which actually makes the gap between billionaires and everyone else slightly larger.
Technical detail and evidence
Why it matters, in detail. A consistent private-wealth path implies 1.0133 x (5.24/3.06)^(1/36) - 1 ~ 2.85%/yr; concentration then explains ~63% (vs ~53%) of the rise in top wealth/GDP.
Evidence. WID bulk data, world aggregate (WO): wwealpi999 (private) 3.06 in 1987 and 5.24 in 2023; wwealni999 (national) 4.23 in 1995, 6.46 in 2020, 6.17 in 2023; wwealhi999 (household) 3.38 in 1995 and 5.02 in 2023. WIR 2022 Figure 3.1: global wealth 600% and private wealth 525% of global income in 2020.
Why this severity. It overstates average wealth growth (~2.85% vs 3.2%), which works against the author's concentration claim; no conclusion changes.
9minorconfirmed · newly identified here · arithmetic or transcription
A handful of numbers in the text don't quite match the lecture's own charts or sources, and the table of contents and one footnote are misnumbered. None of these changes the argument.
Technical detail and evidence
Why it matters, in detail. The largest numerical slips are the US income-tax rate (8% vs 9.2%, ~1 pp) and the Forbes total ($14.4T vs $14.2T, 1.3%); neither enters Table 1.
Evidence. Adjudicator digitisation of Figure 2: US billionaires 9.25%, US peak 22.2%, France 1.84%, Netherlands 0.13%. scripts/revenue_check.py ($14.2096T). World Bank NY.GDP.MKTP.CD 2024: $111.67T. Lecture pp.3, 5, 11-13, 23.
Why this severity. Small inconsistencies that affect no conclusion and do not enter the revenue calculation.
10minorconfirmed · newly identified here · documentation gap
The lecture's key numbers can only be checked by digging into a separate background report, because the lecture leaves out the assumptions behind them. One input in that report is also credited to the wrong source, though this barely matters.
Technical detail and evidence
Why it matters, in detail. The undisclosed parameters (r = 9%, current tau = 0.3%, a loss of at most 20%, the household normalisation of Figure 3) are exactly those to which the lecture's headline claims are most sensitive.
Evidence. Lecture p.17 (Table 1 note); Blueprint pp.24-27 and Appendix B; WIR 2022 Table 7.1 (p.139). WID simulator file sample3.dta (world, 2021): >$100m n = 65,127, w = $28.14T; >$1bn w = $12.85T, so (28.14/12.85 - 1) x 14.21 = $16.92T. Using WIR Table 7.1 instead would give ~$17.9T and ~$143bn at 2% (vs $135bn).
Why this severity. Everything can be traced through the parent report and public data, and the attribution slip is immaterial (~$8bn). But the lecture is not self-contained, and it hides precisely the assumptions that drive F1 and F2.
11minorlikely · newly identified here · overclaiming
The lecture says low taxes are making billionaires' wealth grow out of control, and points to a chart that shows only the growth itself. Low taxes plausibly contribute, but the author's own background report credits them with roughly a third to two-thirds of the gap, and new fortunes overtaking old ones explain much of the rest.
Technical detail and evidence
Why it matters, in detail. In random-growth models a lower tau thickens the Pareto tail and, if tau falls with wealth, can make the distribution non-stationary (Blueprint Section 1.3). But a top share rising over 37 years is also consistent with slow transition dynamics (Gabaix, Lasry, Lions & Moll 2016) and with return heterogeneity. The author's own accounting attributes only a minority to about half of the excess growth to taxes.
Evidence. Blueprint fn 10: the 0.8 pp lower individual capital tax rate explains 36-66% of the net-return gap, and 'a smaller fraction' if business-level taxes are counted as taxes. With the corrected growth rate (F2: ~5.4% vs 2.85-3.2% for average wealth), a 0.8 pp tax differential accounts for at most ~30-40% of the excess. Gomez (2023): about half of the rise in the Forbes-400 wealth share comes from displacement by new fortunes.
Why this severity. An interpretive overstatement of a motivating claim. It does not affect the revenue, effective-rate or calibration results, and the parent report gives the partial attribution.
Claims examined and rejected
Problems one auditor raised that did not survive checking.
- The 7.1%-vs-average discrepancy is only 'likely', not confirmed, because an arithmetic-mean averaging convention, a different household series or a different data vintage could explain some or all of it. — Rejected as a reason to downgrade. The arithmetic mean of annual per-adult growth from the digitised chart is ~6.6% (Codex's own figure), not 7.1%. The per-capita arithmetic mean (~7.0%) would have to be paired with per-capita income growth (1.67%), not the printed 1.3%. Reconciling 7.1% as an average would require adults per household to rise ~80-85%. And total-group growth, deflated with the same World Bank deflator that reproduces the 1.3% income growth, gives 7.07-7.17%. The inconsistency is confirmed (F2).
- The 22% -> 39% simulation is a conditional pass, not an error: a 7.5% return and a 9% income/wealth ratio are 'not automatically contradictory', and the 5.6% ratio in Balkir et al. (2025) cannot simply replace a global calibration. — Partly rejected. The arithmetic does reproduce conditionally, but the conditioning assumption is undisclosed in the lecture and contradicted by the evidence for wealth-ranked billionaires: Saez-Zucman (2019) data give 7.42% for 2016, Balkir et al. (2025) 5.6% (at most ~6.1%). The Blueprint's own 7.5% return, after adding ~0.7-1% of wealth of business taxes and removing ~2% pure capital gains, implies ~6.2-6.5%; 9% would require negative pure capital gains for billionaires over 1987-2024. Retained as F1 (major, likely).
- Valuing unlisted holdings (about half of the base) at 61% of market value (Skar et al. 2025) is a defensible alternative that lowers revenue by ~20% ($194bn / $156bn). — Rejected as a quantification. The 61% is the median statutory-value/sale-price ratio under Norway's valuation method, for 7,801 mostly small and medium firms; the mean ratio is 109%, and the Danish method's median is 87% (Skar et al. 2025, Section 3.2 and Appendix Table 1). It is therefore not an estimate of the aggregate shortfall for billionaire-owned firms, as Codex noted. Valuation risk is kept qualitatively in F3.
- A Brülhart-type taxable-wealth semi-elasticity of 40 would cut revenue to ~$77bn. — Rejected as computed. The figure uses a linear approximation (1 - 40 x 0.017); with the standard log-linear definition the same elasticity gives ~$122bn (and 43 gives $116bn). The Swiss estimate also includes inter-cantonal mobility that a coordinated standard is designed to curb, so it is a stress test, not a central alternative.
- Under defensible single alternatives, global revenue is roughly 20-70% below $242bn. — Magnitude overstated. Because the 20% haircut already equals a semi-elasticity of ~13 (the Penn Wharton average), mainstream semi-elasticities (7-20.8) give $170-214bn, i.e. 11-30% below $242bn and within about +/-12% of the $193bn low end. Larger cuts require partial participation (outside the stated global scenario), Swiss-type responses, or the unsupported 61% valuation haircut. The issue is retained as moderate (F3).
- (Corpus critique offshore-havens-18, examined by Codex.) The $200-250bn is inflated because corporate tax already paid on retained profits is not credited against the minimum. — Rejected, agreeing with Codex. Crediting only individual taxes is a disclosed design choice (lecture p.15), and the revenue arithmetic is consistent with that design; scoring a floor that credits corporate tax would answer a different policy question. The distributional consequence is kept as F8 (minor).
- 'About half of the tax rates paid by all other social groups' is contradicted by the lecture's own Figure 1, where French top-0.001% groups are at ~29-38%. — Not counted separately. The sentence refers to the groups just listed (bottom 50%, next 40%, next 9% and 'most of the top 1%'), so the phrase is loose rather than a misstatement. The substantive problem (convention dependence and the source splice) is F4.
Audit notes
What reproduced. Reproduced exactly: every Table 1 cell (billionaires at 1%: $79.6-99.5bn; 2%: $193.3-241.6bn; 3%: $306.9-383.7bn; centi-millionaires at 2%: $108.2-135.2bn; totals $301-377bn and $550-688bn; the 55/45 split), from the Forbes 2024 list ($14.2096T, 2,781 entries) and the WID simulator ($16.918T). Also reproduced: the 0.3% current billionaire rate (mean of the Blueprint's Figure 3 bars, 0.29%); the 1.2% centi-millionaire rate (Figure 2 values x 11%); the US 23%/9.2% inputs (SZ 2019, 2018 top 400 by income: 23.04%/9.23%); Figure 4's 22% -> 39% and <28% -> 34%, conditional on the undisclosed 9%/11% ratios and 10% loss; income-per-adult growth of 1.33%/yr; the 3.2% wealth growth as arithmetic on the assumed 300% -> 600% path; and the Figure 3 level path (digitised 3.19% -> 13.39%). Not reproduced: the 7.1% 'average' growth, which matches total-group growth (7.07-7.17%) while per-household growth is 5.3-5.4%, and hence the 7.5% return (~5.8%). The France and Netherlands values agree with the cited studies within version drift, but the 2024 working-paper versions cited were not obtained, and the French Figure 1 profile reproduces only as a splice of Bozio et al. (DINA, 2018) and Bach et al. (2016). No author replication files exist, and the 2-page Intertax 2026 text was not obtained (paywalled).
Limits of this audit. The Intertax 2026 piece (54(1): 7-8) is paywalled and was not read; the free editorial's quotations show that it repeats the WIDER claims. The 2024 working-paper versions of Bach et al. and Bruil et al. cited by the lecture, and Ring, Seim & Zucman (2024), were not obtained; the 2023/2025 versions were used instead. No replication files exist, so figure values were digitised from the PDF's vector paths (accuracy about +/-0.3-0.5 pp) and from the Blueprint's raster Figure 3, and the World Bank and WID series are current vintages rather than the author's. The sensitivity calculations (elasticities, income/wealth ratios, participation) are illustrative stress tests, not estimates of true revenue or true tax rates. The Intertax special-issue responses, the Le Monde op-eds and the French Senate report were read only through the editorial, abstracts or the critique corpus. The legal and coordination arguments of Sections 4-5 were assessed only qualitatively. Claude's full Forbes/Pareto reconstruction of Figure 3 and its participation scenarios were not re-run; the adjudicator's growth check rests on an independent digitisation and endpoint arithmetic.