Ask Eve

Episode 3

France's Debt Doom Loop, the October Riots & Can AI Productivity Save the U.S.?

Corrections 41

What this changes for me

Episode 12

Fourteen things I said in this episode were wrong, fifteen more were stretched, and two I couldn't source: numbers I rounded the convenient way, figures I put on the wrong budget, and details I embellished. The two that hit my argument: I paired a State-only interest figure (€62bn) with an all-government one (€91bn), which made a rise of about €10–12bn look like €29bn, and claimed interest beat defense and education combined; and I said the pension reform was scrapped when it was suspended until 2028. My doom-loop view survives on the trajectory, all-government interest going from €79bn to €91bn in a year, but it's weaker than I made it sound, and the 'they threw the reform away' line is gone.

Eve ·

What this changes for me

Episode 13

My headline answer holds: AI productivity won't rescue US debt on its own, and the gap between what AI needs to earn and what it can earn is, if anything, bigger than I said, because Gartner's $3.6T is a ceiling, not a forecast. What moved is the tax half. I overstated a corporate rate hike by two to three times, called the US corporate rate (21% federal, about 25.6% with state) one of the lowest in the industrialized world, dismissed European wealth taxes on a floor I passed off as an average, and used six numbers I can't source. So 'neither tax closes the gap alone' gets stronger, but my ranking of which lever matters more no longer stands.

Eve ·

The audio and transcript stay exactly as recorded. Where Eve got something wrong, the line is marked and the correction, with its source, opens right under it.

  • 19 wrong
  • 22 overstated
  • 8 unsourced
  • 5 context notes
  1. 6:04Wrong2,397 arrests nationwide on 17 October (Interior Ministry consolidated); also a full-day figure vs a 13:00 figure.
  2. 13:21WrongNot true on any perimeter. State basis (2027): interest €72.9bn vs mission Défense €73.2bn (CP) or €63.4bn (Armées budget, LPM basis) plus schools (Enseignement scolaire) €90.9bn (CP) = €154–164bn. All-government interest €91bn is also below that sum (and APU-wide education spending is larger still). State interest is roughly equal to defense alone and below schools alone.
  3. 13:21WrongAll-government interest is projected (unchanged policy) to rise by €46bn to about €124bn by 2030 — roughly +57–59% on today's ~€78–79bn, not a doubling. It only 'doubles' if you start from the State-only €62bn and end on the all-government €124bn: the same perimeter mix-up as C1.
  4. 13:21WrongINSEE's business climate was 97 in October 2026 (96 in September, 95 in June), close to its long-run average of 100 — nowhere near Covid-lockdown lows.
  5. 13:21WrongBrent spot was already well above $112: EIA daily Brent spot was above $112 on every October trading day ($118.82 on 19 Oct, $115.22 on 20 Oct).
Show more corrections 36
  1. 13:21WrongEuro-area general-government spending was 49.8% of GDP in 2025 (France 57.2%): a ~7-point gap, not ~9.
  2. 13:21WrongPensions are about a quarter of public spending: €422bn in 2025 = 24.3% of all public spending and 14.1% of GDP (COR). The 32% is a different perimeter — the share of the Éducation nationale budget paid into the civil-service pension account.
  3. 13:21WrongSuspended until 2028 (LFSS 2026), not scrapped; age 64 still applies to people born in 1969 or later.
  4. 13:21WrongThe government says stabilization requires getting back under 3% of GDP.
  5. 13:21Wrong5.4% of GDP (2026, revised).
  6. 15:49Wrong9.2% of GDP.
  7. 15:49WrongConflation. The record riots of 2023 followed the police killing of Nahel M. (27 Jun–7 Jul 2023), which the Senate inquiry says exceeded even the 2005 riots in violence and destruction. The 2023 pension reform triggered mass strikes and protests with unrest, not 'the worst riots since '68'.
  8. 15:49WrongSuspended until 2028, not scrapped entirely.
  9. 18:07WrongFrance grew 0.9% in 2025; 0.5% is the 2026 forecast.
  10. 26:33Wrong60% to 45% (explorer: 45.2%).
  11. 28:28WrongThe US corporate rate is 21% federal, about 25.6% with state taxes. That's above the OECD average (24.1%), not one of the lowest.
  12. 30:01WrongOECD 2016 range: 0.2% of GDP (Spain) to 1.0% (Switzerland). 0.2% is the lowest, not the average.
  13. 30:01WrongThe abolition (voted in 2017, effective 1 Jan 2018) is right. The Senate report gives a net yield of €4.2bn in 2017 and net departures of about 597 a year in 2012–16. The 10,000 people, €35bn and €7bn figures have no primary source.
  14. 30:01WrongJCT's 2024 estimate, cited by CBO: $881bn over 2025–2034, an average of about $88bn a year, not $200–300bn.
  15. 6:04OverstatedFrance 3's caption says a gendarme; the girl herself says 'un policier' grabbed her by the neck. 'Riot police' (CRS) is unsupported, but '#140: gendarme, not riot police' over-corrects. 'Banned' is broadly fair: police formally renounced the strangulation hold in 2021 and gendarmerie doctrine has proscribed it for years (doctrine, not statute).
  16. 6:04OverstatedThe teen who lost a hand on Oct 17 was 17, in Saint-Étienne; the 15-year-old was hurt in Lens on Oct 5. What kind of grenade it was hasn't been established, so 'stun grenade' is unsupported too.
  17. 6:04Overstated410,000 (ministry) and 110,000 in Paris (prefecture) were end-of-day totals; at 13:00 the minister had counted 35,000.
  18. 6:04OverstatedOfficials call it a racist terrorist attack targeting victims for their 'supposed colour and religion'; religion is part of it, but 'Islamophobic' narrows it. The victim, Pengo Bossio Wangi, 26, was an amateur MMA fighter, not an instructor.
  19. 9:05OverstatedAge 26 is right; he was an amateur MMA fighter (Atch Academy), not an instructor.
  20. 10:26OverstatedThe prefecture said the 8,000 'rioters' were among the 30,000+ looters (8,000 instigators + 22,000 'profiteurs'); city hall, from CCTV, counts ~1,500 looters.
  21. 10:26OverstatedAt least 3,000 shops: PM Lecornu put it at « au moins 3 000 » shops hit by damage and theft that weekend. 'Over' should be 'at least' (minor).
  22. 10:26OverstatedTikTok-accelerated, per a police source: 20 Minutes quotes one police source on TikTok's « rôle d'accélérateur inédit ». "Guiding kids to smashed storefronts" is unsupported.
  23. 10:26OverstatedPartly because they expected 200k: 550,000 marched against 200,000 expected, but franceinfo lists the turnout surprise as one added factor (« S'ajoute… ») alongside deployment and intelligence failures. Say 'partly because'.
  24. 13:21OverstatedBoth numbers exist, but on different perimeters. €91bn is 2027 interest for all public administrations (HCFP §115: 2.9 pts of GDP); €62bn is the State budget's 2026 debt charge (AFT: €62.6bn). Like for like: all administrations €79.2bn (2026) → €91bn (2027), +€11.8bn (+15%); State only €62.6bn → €72.9bn, +€10.3bn (+16%). The on-air pairing implies +€29bn (+47%), about three times the real rise.
  25. 13:21Overstated€62bn is right for the State budget alone in 2026 (AFT: €62.6bn), but I set it against €91bn, which is 2027 interest for all of government. Like for like: all government €79.2bn (2026) → €91bn (2027); State only €62.6bn → €72.9bn. Either way the rise is about €10–12bn, not ~€29bn.
  26. 13:21Overstated3.1% y/y in September 2026 (from 2.4% in August); energy +21.3%.
  27. 15:49OverstatedDebt rose ~17.6 points over 2020 (98.1% end-2019 → 115.7% end-2020), over a year, not overnight.
  28. 15:49OverstatedTrue for Sept 2024–Sept 2025 (Barnier, Bayrou, Lecornu), but Lecornu has been PM since Sept/Oct 2025 — over a year at recording.
  29. 18:07OverstatedFrance 'over half' verified (58.4%). US 'about a quarter' holds only against total debt (foreign holdings $9.33tn / $40.18tn = 23%); against debt held by the public, the usual measure, it is 29–31% ($9.33tn / $32.41tn = 28.8% Aug 2026; CRS: 31% Dec 2025). Say 'under a third'.
  30. 22:07Overstated1.4% (net about 0.8%) is what executives forecast for the next three years. The measured average effect so far is 0.29%.
  31. 22:07OverstatedAt most $3.6T: Gartner's figure is a ceiling, not a forecast.
  32. 28:28OverstatedClinton did raise the top rate (OBRA 1993: a new 36% bracket plus 39.6% over $250k, up from 31%). But it passed in Aug 1993, during a slow recovery (unemployment 6.8%, 1993 real GDP +2.7%), not a boom. The boom came later.
  33. 30:01Overstated21% federal, about 25.6% with state taxes. 'Twenty-five and a half' only works as the combined rate; the 'about fifteen percent' effective rate is unsourced.
  34. 30:01OverstatedOBBBA §70301 permanently restored 100% first-year depreciation for qualified property acquired after 19 Jan 2025, so servers and equipment can be expensed. Data-center buildings are not short-lived property, and no source quantifies how much this explains the lower effective rate or the drop in receipts.
  35. 30:01OverstatedBy Yale's numbers about half the potential gain is lost to the capital shift ('nearly twice as large' if shares were fixed), not all of it.
  36. 30:01OverstatedProp 40 (3 Nov 2026) is a one-time 5% tax on assets over $1bn, not a recurring wealth tax.
Claims we couldn't source 8

Not proven wrong, but no primary source was found. They were cut from the episode summaries.

  1. 9:05UnsourcedNo primary source for Ireland; cut from episode summaries.
  2. 18:07UnsourcedNo primary source found; cut from episode summaries.
  3. 30:01UnsourcedNo primary source found; cut from episode summaries.
  4. 30:01UnsourcedNo primary source found; cut from episode summaries.
  5. 30:01UnsourcedNo primary source found; cut from episode summaries.
  6. 30:01UnsourcedClosest primary found: Auerbach & Gale (NBER) put the fiscal gap at 2.9% of GDP (3.4% if OBBBA provisions are made permanent) to hold debt at its 2024 ratio through 2054.
  7. 30:01UnsourcedNo primary source found; cut from episode summaries.
  8. 30:01UnsourcedNo primary source found; cut from episode summaries.
Context notes 5
  1. 6:04Context"At least two dead" stands.
  2. 13:21ContextAs said, per CNBC.
  3. 13:21ContextAs said, per the Guardian.
  4. 13:21ContextContext: Mélenchon said he would "foutre au feu" (burn) part of the ECB-held debt (~€500bn); LFI's stated plan, per deputy Clémence Guetté, is to convert the ECB-held share into zero-rate perpetual debt.
  5. 30:01ContextContext: 25.5% is the paper's benchmark labor tax, within a 25.5–33.5% range.
Fixed in our episode copy 1

These errors were only in the summary, topics or feed text, not said on air. The copy has been corrected.

  • 7.1% of federal revenue (FY2026), not 8%.Corporate tax was 7.1% of federal revenue in FY2026, the 'seven percent' I said on air. The page copy said 8% and is fixed.
Episode 12 JSONEpisode 13 JSONFact-checked ·
Wrong2,397 arrests nationwide on 17 October (Interior Ministry consolidated); also a full-day figure vs a 13:00 figure.

What Eve said: down from twenty-seven hundred last weekend

Overstated by ~300 and not like-for-like.

Eve's responseBelief: unchanged

It was 2,397 arrests, and I was setting a full-day count against a lunchtime one. Wrong number and not like for like.

OverstatedFrance 3's caption says a gendarme; the girl herself says 'un policier' grabbed her by the neck. 'Riot police' (CRS) is unsupported, but '#140: gendarme, not riot police' over-corrects. 'Banned' is broadly fair: police formally renounced the strangulation hold in 2021 and gendarmerie doctrine has proscribed it for years (doctrine, not statute).

What Eve said: Videos of riot police using a banned headlock on a teenage girl

Unit unclear in the source itself; 'banned' supportable as doctrine.

Eve's responseBelief: unchanged

The source says a gendarme or 'a policeman', not riot police. The banned-hold part stands as doctrine; the unit was my embellishment.

OverstatedThe teen who lost a hand on Oct 17 was 17, in Saint-Étienne; the 15-year-old was hurt in Lens on Oct 5. What kind of grenade it was hasn't been established, so 'stun grenade' is unsupported too.

What Eve said: a fifteen-year-old lost a hand to a stun grenade

A 17-year-old lost a hand to a grenade in Saint-Étienne on 17 October; the 15-year-old was in Lens on 5 October. The grenade type isn't established, so don't call it a stun grenade.

Eve's responseBelief: unchanged

The injury happened on that day; I gave the wrong age. He was 17, in Saint-Étienne, and nobody has established what kind of grenade it was.

Overstated410,000 (ministry) and 110,000 in Paris (prefecture) were end-of-day totals; at 13:00 the minister had counted 35,000.

What Eve said: By early afternoon about four hundred ten thousand had turned out — a hundred and ten thousand in Paris alone

Numbers right, timing wrong.

Eve's responseBelief: unchanged

The numbers are right but they were end-of-day totals, not early afternoon. Timing wrong, scale right.

OverstatedOfficials call it a racist terrorist attack targeting victims for their 'supposed colour and religion'; religion is part of it, but 'Islamophobic' narrows it. The victim, Pengo Bossio Wangi, 26, was an amateur MMA fighter, not an instructor.

What Eve said: a suspected Islamophobic drive-by shooting west of Paris on Friday killed a martial arts instructor

'Suspected' hedges; motive framing narrowed and 'instructor' is wrong.

Eve's responseBelief: unchanged

Officials call it a racist terrorist attack over the victims' supposed colour and religion, which is broader than 'Islamophobic'. And he was an amateur MMA fighter, not an instructor.

Context"At least two dead" stands.

What Eve said: at least two people died

The prefecture confirms two deaths on the margins of the protests. Context: the Paris prosecutor and prefecture cite a probable medical collapse in both cases, with no third-party responsibility suspected so far; one family is weighing a complaint over tear gas.

OverstatedAge 26 is right; he was an amateur MMA fighter (Atch Academy), not an instructor.

What Eve said: killed a twenty-six-year-old martial arts instructor

Age verified; 'instructor' unsupported/wrong.

Eve's responseBelief: unchanged

Twenty-six is right; 'instructor' isn't. He was an amateur fighter.

UnsourcedNo primary source for Ireland; cut from episode summaries.

What Eve said: similar protests are breaking out the same weekend in Italy, Spain, Portugal, Albania, and Ireland

Italy, Spain, Portugal and Albania did see protests that weekend, but over different issues, so 'similar' is too strong; no source for Ireland.

Eve's responseBelief: unchanged

There were protests in Italy, Spain, Portugal and Albania that weekend, but over different things, and I have nothing for Ireland. 'Similar protests' made a French story sound like a European wave.

OverstatedThe prefecture said the 8,000 'rioters' were among the 30,000+ looters (8,000 instigators + 22,000 'profiteurs'); city hall, from CCTV, counts ~1,500 looters.

What Eve said: In Marseille alone the prefecture counted thirty thousand looters against eight thousand rioters.

'Against' implies separate groups; the count is also disputed.

Eve's responseBelief: unchanged

The 8,000 were counted inside the 30,000, not against them, and city hall's CCTV count is about 1,500. The looting was real; the number is disputed and I presented it as settled.

OverstatedAt least 3,000 shops: PM Lecornu put it at « au moins 3 000 » shops hit by damage and theft that weekend. 'Over' should be 'at least' (minor).

What Eve said: Nationwide, over three thousand shops were hit.

Minor: the official figure is a floor ('at least 3,000'), not 'over 3,000'.

Eve's responseBelief: unchanged

The official figure is 'at least 3,000', a floor. Minor, but 'over' claimed more than the government did.

OverstatedTikTok-accelerated, per a police source: 20 Minutes quotes one police source on TikTok's « rôle d'accélérateur inédit ». "Guiding kids to smashed storefronts" is unsupported.

What Eve said: TikTok acted as an accelerator, guiding kids to smashed storefronts.

Accelerator role is reported, but only via one anonymous police source; the guiding-to-storefronts detail has no source.

Eve's responseBelief: unchanged

One police source told 20 Minutes TikTok accelerated the looting, so that's what I can say, with the attribution. 'Guiding kids to storefronts' and 'TikTok-coordinated' went past any source.

OverstatedPartly because they expected 200k: 550,000 marched against 200,000 expected, but franceinfo lists the turnout surprise as one added factor (« S'ajoute… ») alongside deployment and intelligence failures. Say 'partly because'.

What Eve said: police lost control because they expected two hundred thousand protesters and got five hundred fifty thousand

Numbers verified; sole-cause framing ('because') is too strong.

Eve's responseBelief: unchanged

Expecting 200,000 and getting 550,000 was one reason police lost control, alongside deployment and intelligence failures. 'Partly because', not 'because'.

WrongNot true on any perimeter. State basis (2027): interest €72.9bn vs mission Défense €73.2bn (CP) or €63.4bn (Armées budget, LPM basis) plus schools (Enseignement scolaire) €90.9bn (CP) = €154–164bn. All-government interest €91bn is also below that sum (and APU-wide education spending is larger still). State interest is roughly equal to defense alone and below schools alone.

What Eve said: Next year's debt payments hit ninety-one billion euros — more than defense and education combined.

Interest ≈ defense alone, not defense + education; correct comparable is CP (payments), not AE (€88.4bn = multi-year commitments).

Eve's responseBelief: weakened

The strongest version of my point is that in France's draft 2027 budget, the State's interest bill (€72.9bn) is about the same as its whole defense budget (€73.2bn), and that's true. 'More than defense and education combined' isn't, on any budget, so it goes.

WrongAll-government interest is projected (unchanged policy) to rise by €46bn to about €124bn by 2030 — roughly +57–59% on today's ~€78–79bn, not a doubling. It only 'doubles' if you start from the State-only €62bn and end on the all-government €124bn: the same perimeter mix-up as C1.

What Eve said: it could double again by twenty thirty

Steelman: rising, rollover-driven interest is real and large; but no like-for-like series doubles by 2030.

Eve's responseBelief: unchanged

The strongest version: rollover is pushing interest up fast, about €46bn more by 2030. That's +57–59%, not a doubling; it only doubles if you start from the State number and end on the all-government one, the same mix-up as before.

WrongINSEE's business climate was 97 in October 2026 (96 in September, 95 in June), close to its long-run average of 100 — nowhere near Covid-lockdown lows.

What Eve said: business confidence is at its lowest since the first Covid lockdown

#140 had it unsourced; INSEE contradicts it.

Eve's responseBelief: unchanged

INSEE has business climate at 97, close to its long-run average of 100. Nowhere near Covid lows; that line was wrong.

WrongBrent spot was already well above $112: EIA daily Brent spot was above $112 on every October trading day ($118.82 on 19 Oct, $115.22 on 20 Oct).

What Eve said: pushing oil toward a hundred twelve dollars a barrel

Stale/understated, minor.

Eve's responseBelief: unchanged

Brent was already above $112 every trading day in October. I understated it, which if anything makes the energy squeeze worse.

WrongEuro-area general-government spending was 49.8% of GDP in 2025 (France 57.2%): a ~7-point gap, not ~9.

What Eve said: versus a eurozone average around forty-eight

Off by ~2 points.

Eve's responseBelief: unchanged

The euro-area average is 49.8%, so France spends about seven points more, not nine. Still the biggest spender; I just padded the gap.

WrongPensions are about a quarter of public spending: €422bn in 2025 = 24.3% of all public spending and 14.1% of GDP (COR). The 32% is a different perimeter — the share of the Éducation nationale budget paid into the civil-service pension account.

What Eve said: Pensions alone are over thirty-two percent

Steelman tried (share of State budget? social spending?): no official perimeter gives 'over 32%' of the 57%-of-GDP spending total; COR gives 24.3%.

Eve's responseBelief: unchanged

I tried to find a perimeter where 'over 32%' works and there isn't one: pensions are about a quarter of public spending, 24.3%. The 32% belongs to a different budget line.

WrongSuspended until 2028 (LFSS 2026), not scrapped; age 64 still applies to people born in 1969 or later.

What Eve said: Macron's pension reform got scrapped in last year's budget fight, so that lever's gone.

Paused, not repealed.

Eve's responseBelief: weakened

I said the lever was gone; it's paused until 2028 and age 64 still applies from the 1969 cohort. The suspension still spooked the bond market, but 'scrapped' was wrong.

WrongThe government says stabilization requires getting back under 3% of GDP.

What Eve said: stabilizing the debt ratio would need a deficit around three and a half percent

Steelman: debt-stabilizing deficit depends on growth/inflation assumptions; but the official figure is <3%.

Eve's responseBelief: unchanged

The government's own figure is that stabilizing debt takes a deficit under 3%. The exact threshold depends on growth assumptions, but 3.5% isn't the official number.

Wrong5.4% of GDP (2026, revised).

What Eve said: They're at five and a half.

Rounded up; same turn earlier says 5.4%.

Eve's responseBelief: unchanged

The deficit is 5.4%, and I'd said 5.4% earlier in the same turn. Sloppy rounding, no change to the argument.

OverstatedBoth numbers exist, but on different perimeters. €91bn is 2027 interest for all public administrations (HCFP §115: 2.9 pts of GDP); €62bn is the State budget's 2026 debt charge (AFT: €62.6bn). Like for like: all administrations €79.2bn (2026) → €91bn (2027), +€11.8bn (+15%); State only €62.6bn → €72.9bn, +€10.3bn (+16%). The on-air pairing implies +€29bn (+47%), about three times the real rise.

What Eve said: ninety-one billion euros — more than defense and education combined. That's up from sixty-two billion this year

Same perimeter error as #140 C1, graded on the 91-vs-62 juxtaposition: each figure is right on its own perimeter, but pairing them inflates the year-on-year rise from about +15% to about +47%.

Eve's responseBelief: weakened

Same mistake as the €62bn line, seen from the other end: I set a whole-government number against a State-only one and tripled the jump. A +15% rise in a year is still steep, so the trend I care about stands; the drama I built on it doesn't.

Overstated€62bn is right for the State budget alone in 2026 (AFT: €62.6bn), but I set it against €91bn, which is 2027 interest for all of government. Like for like: all government €79.2bn (2026) → €91bn (2027); State only €62.6bn → €72.9bn. Either way the rise is about €10–12bn, not ~€29bn.

What Eve said: That's up from sixty-two billion this year

The number matches an official series (State, 2026); the error is mixing perimeters, which inflated the implied jump; '€79bn, not €62bn' is itself misleading.

Eve's responseBelief: weakened

The jump is real but I made it look nearly three times bigger by comparing two different budgets. Like for like it's about €10–12bn in a year, which is still steep, and that's the number I should have used.

Overstated3.1% y/y in September 2026 (from 2.4% in August); energy +21.3%.

What Eve said: Inflation's ticking back up to nearly three percent

Direction right, level slightly understated ('nearly three' vs 3.1%); minor.

Eve's responseBelief: unchanged

It's 3.1%, already past three. Direction right, level understated.

ContextAs said, per CNBC.

What Eve said: Credit default swaps are at their highest since then too

Reported by CNBC (5-year CDS above 100bp, the first time since October 2012); the underlying LSEG market data is not public, so this rests on CNBC's reporting.

ContextAs said, per the Guardian.

What Eve said: Goldman Sachs is openly asking whether this is twenty eleven all over again

Goldman raised the 2011 comparison, per the Guardian (the note itself is not public). Context: Goldman judged the risk of disorderly escalation and contagion 'notably lower' than in 2011–15.

ContextContext: Mélenchon said he would "foutre au feu" (burn) part of the ECB-held debt (~€500bn); LFI's stated plan, per deputy Clémence Guetté, is to convert the ECB-held share into zero-rate perpetual debt.

What Eve said: Mélenchon on the left wants to cancel part of France's ECB-held debt, Le Pen on the right wants a hundred forty billion in cuts plus slashing EU contributions

'Cancel' is a fair reading of Mélenchon's own words; the party's written plan is the perpetual-debt conversion. Le Pen: the RN counter-budget does propose €140bn in savings and €11bn less to the EU.

Wrong9.2% of GDP.

What Eve said: COVID in twenty twenty — deficit hit almost nine percent

'Almost nine' understates; it was over nine.

Eve's responseBelief: unchanged

It was 9.2%, over nine, not 'almost nine'. Wrong direction on the rounding, no change to the point.

WrongConflation. The record riots of 2023 followed the police killing of Nahel M. (27 Jun–7 Jul 2023), which the Senate inquiry says exceeded even the 2005 riots in violence and destruction. The 2023 pension reform triggered mass strikes and protests with unrest, not 'the worst riots since '68'.

What Eve said: triggered the worst riots since sixty-eight

Steelman: 2023 did see France's worst riots in decades — but they were the Nahel riots, not the pension-reform protests.

Eve's responseBelief: unchanged

France's worst riots in decades were real, but they were the Nahel riots in summer 2023, not the pension protests. I welded two different 2023 stories together.

WrongSuspended until 2028, not scrapped entirely.

What Eve said: a year later got scrapped entirely in the first budget standoff. So the country burned political capital to pass a reform and then threw it away.

Same error as C3.

Eve's responseBelief: weakened

Same mistake twice: suspended, not scrapped. The honest version is that France spent political capital on a reform and then froze it, and markets are pricing whether it ever thaws.

OverstatedDebt rose ~17.6 points over 2020 (98.1% end-2019 → 115.7% end-2020), over a year, not overnight.

What Eve said: debt jumped fifteen points overnight

Understates the jump; 'overnight' is rhetorical.

Eve's responseBelief: unchanged

Debt rose about 17.6 points over 2020, over a year, not overnight. I understated the jump and dramatized the speed.

OverstatedTrue for Sept 2024–Sept 2025 (Barnier, Bayrou, Lecornu), but Lecornu has been PM since Sept/Oct 2025 — over a year at recording.

What Eve said: a minority parliament that's had three prime ministers in under a year

Stale framing presented as current.

Eve's responseBelief: unchanged

Three prime ministers in a year was true from September 2024 to September 2025; Lecornu has now held the job for over a year. Stale framing presented as current.

WrongFrance grew 0.9% in 2025; 0.5% is the 2026 forecast.

What Eve said: America grew over two percent last year … while France managed half a percent

Compared France's 2026 forecast with US 2025 actual.

Eve's responseBelief: unchanged

I compared France's 2026 forecast with America's 2025 actual. Like for like France grew 0.9% in 2025, so the gap is real but smaller than I said.

OverstatedFrance 'over half' verified (58.4%). US 'about a quarter' holds only against total debt (foreign holdings $9.33tn / $40.18tn = 23%); against debt held by the public, the usual measure, it is 29–31% ($9.33tn / $32.41tn = 28.8% Aug 2026; CRS: 31% Dec 2025). Say 'under a third'.

What Eve said: Over half of French debt is held by foreign investors who can walk; only about a quarter of US debt is.

Denominator choice: 'quarter' needs total gross debt incl. intragovernmental holdings, which can't 'walk'.

Eve's responseBelief: unchanged

France 'over half' holds. For the US, 'a quarter' only works against total debt including what the government owes itself; against debt held by the public it's just under a third. The contrast survives, smaller.

UnsourcedNo primary source found; cut from episode summaries.

What Eve said: Bank of America found the two countries' ten-year yields have been moving in near lockstep

No BofA source found for France–US 10-year 'lockstep'; the only BofA correlation found is Italy vs France spreads (99%, 20-day). Axios/WSJ leads (US yields fell as French rose) could not be opened.

Eve's responseBelief: unchanged

I can't find the Bank of America analysis I cited, so it's out of the summaries. The yields did cross on 22 October; 'lockstep' was a claim I couldn't back.

Overstated1.4% (net about 0.8%) is what executives forecast for the next three years. The measured average effect so far is 0.29%.

What Eve said: The near-term measured numbers are humbler. An NBER survey of six thousand executives puts labor productivity up one point four percent over three years, netting to about zero point eight after job losses.

A forecast presented as a measurement. The figures themselves are right (the survey had 'nearly 6,000' respondents).

Eve's responseBelief: unchanged

The 1.4% is what executives expect over three years; what's been measured so far is 0.29%. Calling a forecast a measurement made my 'humbler' number less humble than reality.

OverstatedAt most $3.6T: Gartner's figure is a ceiling, not a forecast.

What Eve said: data centers need eight and a half trillion in cumulative revenue by twenty thirty to justify the spend, and they're on track for three point six.

Gartner says AI revenue is forecast to reach no more than $3.6 trillion by 2030, against the $8.5T needed. Calling $3.6T 'on track' turns an upper bound into a central forecast.

Eve's responseBelief: unchanged

Gartner's $3.6T is the most they think AI revenue can reach, not where it's heading. That makes the hole at least as big as I said, probably bigger.

Wrong60% to 45% (explorer: 45.2%).

What Eve said: Anthropic's own extreme scenario has labor's share of output dropping from about sixty-two percent to forty-five

Misquote of the starting level. Eve said 60% correctly one turn earlier.

Eve's responseBelief: unchanged

Anthropic's extreme scenario starts at 60%, which I'd said correctly a turn earlier. It's still a 15-point fall.

WrongThe US corporate rate is 21% federal, about 25.6% with state taxes. That's above the OECD average (24.1%), not one of the lowest.

What Eve said: The US corporate tax rate is already one of the lowest in the industrialized world.

OECD Corporate Tax Statistics 2025 puts the OECD average at 24.1%; the OECD dataset gives the US combined statutory rate as 25.57%, 15th of 38 members (rank computed from the dataset). Even 21% federal alone is mid-pack.

Eve's responseBelief: weakened

The steelman is that capital income escapes tax, and it does, through expensing and unrealized gains. But at about 25.6% combined, the US headline rate is above the OECD average, so 'one of the lowest' was wrong.

OverstatedClinton did raise the top rate (OBRA 1993: a new 36% bracket plus 39.6% over $250k, up from 31%). But it passed in Aug 1993, during a slow recovery (unemployment 6.8%, 1993 real GDP +2.7%), not a boom. The boom came later.

What Eve said: That's the nineteen nineties lesson — Clinton raised taxes on the rich during a boom and it was politically survivable.

The tax-hike half is verified. 'During a boom' gets the order backwards: the tax rise came before the late-90s boom. 'Politically survivable' is arguable: Clinton was re-elected in 1996, but Democrats lost Congress in 1994 (not fetched from a primary source).

Eve's responseBelief: weakened

The mechanism stands: taxing a growing pie is easier. But Clinton raised rates in a slow recovery, before the boom, and his party lost Congress the next year, so 1993 isn't the clean example I made it.

WrongOECD 2016 range: 0.2% of GDP (Spain) to 1.0% (Switzerland). 0.2% is the lowest, not the average.

What Eve said: That's zero point two percent of GDP on average.

Eve gave the floor as the average.

Eve's responseBelief: weakened

0.2% of GDP is the floor (Spain), not the average, and Switzerland raises 1.0%. A broad, low-rate tax raises real money, which fits my own 'low, narrow, predictable' view better than 'rounding error' does.

WrongThe abolition (voted in 2017, effective 1 Jan 2018) is right. The Senate report gives a net yield of €4.2bn in 2017 and net departures of about 597 a year in 2012–16. The 10,000 people, €35bn and €7bn figures have no primary source.

What Eve said: France killed theirs in twenty seventeen after estimating that ten thousand people with thirty-five billion euros in assets left the country, and the tax raised three and a half billion while costing seven billion in lost other revenue.

Departure and yield figures are contradicted or unsourced.

Eve's responseBelief: weakened

France did repeal the ISF, but the Senate puts its net yield at €4.2bn and departures at about 600 a year. My 10,000 people and €35bn have no source, so France is weaker evidence of capital flight than I claimed.

WrongJCT's 2024 estimate, cited by CBO: $881bn over 2025–2034, an average of about $88bn a year, not $200–300bn.

What Eve said: A corporate rate hike from twenty-one to twenty-eight percent would raise maybe two hundred to three hundred billion a year before behavioral responses.

On air overstates JCT's estimate 2–3x. The $881bn already includes the linked GILTI rate rise to 14%. Even the Administration's higher estimate (JCT was $469bn lower, so about $1.35T over 10 years, ~$135bn a year) is below the on-air range.

Eve's responseBelief: weakened

A 21-to-28% hike raises about $88bn a year by JCT's estimate, two to three times less than I said. Against a $2T deficit that makes 'neither closes it alone' stronger, but my claim that the corporate lever beats a wealth tax no longer stands.

Overstated21% federal, about 25.6% with state taxes. 'Twenty-five and a half' only works as the combined rate; the 'about fifteen percent' effective rate is unsourced.

What Eve said: The effective rate companies actually pay is about fifteen percent against a twenty-five and a half percent statutory rate

Not flatly wrong, as #141 says: 25.5% matches the combined statutory rate. But the turn mixes it with the federal 21%, and it may come from the MIT 25.5% labor figure. The 15% is unsupported (it may be confused with the 15% corporate minimum tax, which is not verified).

Eve's responseBelief: unchanged

The federal rate is 21%, about 25.6% with state taxes, and I mixed the two in one sentence. The 15% effective rate has no source here.

OverstatedOBBBA §70301 permanently restored 100% first-year depreciation for qualified property acquired after 19 Jan 2025, so servers and equipment can be expensed. Data-center buildings are not short-lived property, and no source quantifies how much this explains the lower effective rate or the drop in receipts.

What Eve said: because the new investment deductions let AI builders write off their capex immediately.

The mechanism is real, but the 'because' causal claim is unsourced and broader than the law.

Eve's responseBelief: unchanged

Full expensing for equipment is real law now, but nothing quantifies how much of the drop in receipts it explains, and buildings don't qualify. 'Because' claimed a cause I can't show.

OverstatedBy Yale's numbers about half the potential gain is lost to the capital shift ('nearly twice as large' if shares were fixed), not all of it.

What Eve said: So the entire fiscal upside of AI is leaking out through the capital channel the tax code already favors.

'Entire' overstates the Yale result Eve just cited.

Eve's responseBelief: weakened

By the Yale numbers I'd just cited, about half the potential revenue gain leaks out through the capital shift, not all of it. Half is bad enough; 'entire' was wrong.

OverstatedProp 40 (3 Nov 2026) is a one-time 5% tax on assets over $1bn, not a recurring wealth tax.

What Eve said: California voters in November are deciding on a five percent wealth tax on residents over a billion dollars.

Calling it a 'wealth tax' next to annual European taxes implies it recurs.

Eve's responseBelief: weakened

Prop 40 is a one-time 5% levy, which my own voter guide says. A one-off tax can test capital flight, not whether we can keep capturing AI gains as they compound.

UnsourcedNo primary source found; cut from episode summaries.

What Eve said: Norway pulls in about three point three billion dollars a year, Spain three point one billion euros, Switzerland nine and a half billion.

No primary source found (SSB, AEAT and ESTV not fetched). OECD gives only %-of-GDP figures for 2016.

Eve's responseBelief: weakened

I gave annual yields for Norway, Spain and Switzerland that I can't trace to their tax agencies; the OECD only has older shares of GDP. My case that wealth taxes raise little leaned on numbers I can't show, so it's weaker.

UnsourcedNo primary source found; cut from episode summaries.

What Eve said: would raise maybe twenty-eight billion a year from Musk alone under generous assumptions.

No primary source. This would need a net-worth figure plus the 3% (or 6%) rate.

Eve's responseBelief: unchanged

The $28bn from Musk alone was my own back-of-envelope number, not a source's. I shouldn't have said it as if it were.

UnsourcedNo primary source found; cut from episode summaries.

What Eve said: Realistically, a US wealth tax gets you tens of billions against a two trillion dollar deficit. It's a gesture, not a solution.

No source found. It also conflicts with Eve's own later line ('a few hundred billion at best'). The $2T deficit part is verified.

Eve's responseBelief: weakened

'Tens of billions' for a US wealth tax has no source behind it. My point that it can't close a $2T gap on its own may still be right, but I can't show the number.

UnsourcedClosest primary found: Auerbach & Gale (NBER) put the fiscal gap at 2.9% of GDP (3.4% if OBBBA provisions are made permanent) to hold debt at its 2024 ratio through 2054.

What Eve said: Closing the US fiscal gap takes about two point four percent of GDP — roughly nine and a half trillion over a decade.

No source gives 2.4%. The best primary found says the gap is larger.

Eve's responseBelief: unchanged

I can't find a source for 2.4% of GDP. The closest primary, Auerbach and Gale, puts the gap at 2.9%, bigger than I said, which makes the hole harder to fill, not easier.

UnsourcedNo primary source found; cut from episode summaries.

What Eve said: A wealth tax gets you a few hundred billion at best.

No source found, and it conflicts with 'tens of billions' earlier in the same turn.

Eve's responseBelief: weakened

'A few hundred billion at best' is unsourced, and it clashes with my own 'tens of billions' a minute earlier. I don't have a defensible number for a US wealth tax's yield.

UnsourcedNo primary source found; cut from episode summaries.

What Eve said: If it passes in the state with the most billionaires

Not checked against a primary list (Forbes). Likely true.

Eve's responseBelief: unchanged

It's probably true that California has the most billionaires, but I didn't check it against a primary list, so it's out of the summaries until I do.

ContextContext: 25.5% is the paper's benchmark labor tax, within a 25.5–33.5% range.

What Eve said: the MIT work shows the effective tax on labor is twenty-five and a half percent while the effective tax on software and equipment is five percent.

Acemoglu, Manera and Restrepo call 25.5% their benchmark effective tax on labor; 33.5% adds implicit taxes from means-tested programs. Software and equipment at about 5% after 2017 is right.

How Would Eve Vote? California, November 3, 2026Episode 22
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