Insights

Where the math is defensible.

Long-form research on live enterprise decisions. Publication is selective. Every number traces to a named source. No takes without evidence.

336 published insights, 4159 named primary sources cited across the catalog. Showing 67.

Filtering: Region: Americas Clear

AI for economics tooling 2026-04-26 11 minute read 20 sources

The AI advertising shock: how generative search is rewiring the 700 billion dollar attention economy

Google Search ad revenue ran 198 billion dollars in 2024, a 12 percent gain that masks a structural threat. ChatGPT, Perplexity, and Claude are bleeding off the high intent query layer, AI Overviews are eroding publisher click through, and a federal judge has ruled the search monopoly illegal. The next two years rewrite the unit economics of every ad funded business on the internet.

Digital advertising sits at roughly 700 billion dollars globally, and roughly half of that pool routes through one query box at Mountain View. Alphabet reported 198 billion dollars in Google Search and other advertising revenue for 2024, up 12.5 percent year over year, with Q4 alone at 54 billion. Yet three forces are converging on that n...

Macro-financial risk 2026-04-26 11 minute read 17 sources

Argentina Capital Controls Lifting and the FX Regime Through 2026

On April 11, 2025 the IMF Executive Board approved a USD 20 billion Extended Fund Facility for Argentina, and within seventy two hours the Caputo Bausili team lifted the cepo for individuals and floated the peso inside an ARS 1,000 to 1,400 crawling band. Reserves climbed from USD 26 billion in February 2025 to USD 39 billion by April 2025, the parallel dollar gap collapsed from 60 percent to under 10 percent, and the Argentina 2030 USD bond compressed from 25 percent yields to 12 percent. The stabilization is the most consequential FX regime shift in emerging markets since Sri Lanka 2023.

The April 2025 IMF EFF and the simultaneous partial dismantling of the cepo reset Argentina's external anchor for the first time since the 2019 reimposition. The crawling band ARS 1,000 to 1,400 vs USD operates with explicit BCRA intervention rules at the floor and ceiling, the parallel dollar gap has compressed from 60 percent to under 1...

Macro-financial risk 2026-04-26 9 minute read 5 sources

Argentina under Milei: from currency competition to where dollarization actually lands

By April 2026, the Milei program has delivered fiscal surplus and disinflation, but the path from currency competition to formal dollarization remains capital constrained, politically contested, and contingent on the IMF program holding through the midterms.

President Milei begins his third year with the strongest fiscal anchor Argentina has produced in two decades, a unified peso, and CCL/MEP spreads under 4 percent. Yet the dollarization promise that defined his 2023 campaign now sits inside a more pragmatic frame: currency competition, BCRA balance sheet repair, and a $20 billion IMF progr...

Macro-financial risk 2026-04-26 11 min read 12 sources

Argentina IMF Year Two: Reserve Build, Cepo Sequencing, and the 2026 Stabilization Bet

The April 11, 2025 USD 20 billion Extended Fund Facility reset Argentina's external anchor. Monthly inflation is near 2 percent, the primary surplus holds, and Vaca Muerta plus BOPREAL have rebuilt reserves, while LIBRA and the October 2025 midterms test durability.

On April 11, 2025 the IMF Board approved a 48 month, USD 20 billion Extended Fund Facility for Argentina, replacing the failed 2022 Stand By and front-loading USD 12 billion. On April 14, 2025 the Caputo Bausili team partially liberalized the cepo, floating the peso inside an ARS 1,000 to 1,400 per dollar band and retaining controls only ...

Macro-financial risk 2026-04-26 10 min read 10 sources

Argentina Year Two: Milei's Fiscal Anchor and the Disinflation Bet

Fifteen months in, the Milei administration has delivered a primary surplus, crushed monthly inflation from 25.5 percent to roughly 2.5 percent, and pulled in a fresh IMF Extended Fund Facility. The remaining bet is sequencing: lift the cepo without losing the peso, and turn Vaca Muerta plus the lithium triangle into a reserve story that survives the 2027 cycle.

Javier Milei took office on December 10, 2023, with a primary fiscal deficit of roughly 3 percent of GDP, monthly headline inflation of 25.5 percent in December 2023, and net BCRA reserves near minus 11 billion dollars. Fifteen months later the picture has inverted. The 2024 primary surplus closed at 1.8 percent of GDP, the first full-yea...

Macro-financial risk 2026-04-26 11 minute read 12 sources

Argentina at Year Two: The Milei Stabilization After the IMF Pivot and the 2025 Midterm

Twenty-eight months in, the Milei program has produced a primary surplus, single-digit monthly inflation, a lifted FX cepo with reserves near 23 billion dollars, and an enlarged La Libertad Avanza caucus after the October 2025 midterm. The next leg turns on dollar-bond compression, Vaca Muerta export ramp, and the political bandwidth to shift the cepo lift from controlled float into full convertibility before 2027.

Javier Milei was inaugurated December 10, 2023 with monthly headline inflation at 25.5 percent, a primary fiscal deficit near 3.0 percent of GDP, and BCRA net reserves close to negative 11 billion dollars. By April 2026 the picture has inverted across every dimension that matters to a sovereign creditor or peso liability holder. The 2024 ...

Macro-financial risk 2026-04-26 10 minute read 16 sources

Argentina, YPF, and the Burford Judgment: Vaca Muerta Through 2026

A 16.1 billion dollar New York judgment hangs over Argentina's signature reform asset. The Burford Capital litigation, the Milei refusal to settle, and the Vaca Muerta export ramp now interact through one balance sheet. The question is whether the legal overhang will impair the only credible source of incremental hard currency before the 2027 cycle.

On September 8, 2023, Judge Loretta A. Preska of the United States District Court for the Southern District of New York issued a 16.1 billion dollar judgment against the Argentine Republic in favor of Petersen Energia Inversora and Eton Park Capital, the residual claimants on the 2012 expropriation of Repsol's 51 percent stake in YPF S.A....

Policy impact modeling 2026-04-26 12 min read 10 sources

AUKUS Pillar 1 Submarine Economics 2026: A368bn Across Three Yards

Australia's nuclear submarine bet collides with a US shipyard throughput gap, a 20,000 person workforce mountain, and federal opposition that survived the Albanese era.

Australia's optimal pathway to a sovereign nuclear powered submarine fleet now carries a cumulative cost envelope of A368 billion through 2055, the largest single defense acquisition in Australian history. Phase 1 imports three to five Virginia class boats from US production lines starting in the early 2030s. Phase 2 builds the SSN-AUKUS ...

Industrial policy and supply chains 2026-04-26 11 minute read 16 sources

Boeing and Spirit AeroSystems: Reintegration Under a 38 a Month Cap

The Alaska 1282 door plug, a 53 day machinist strike, an FAA production cap, and a 4.7 billion dollar Spirit reabsorption have reset Boeing's operating model. The 737 MAX return to 50 a month and the 787 climb out of Charleston now define commercial aerospace cash through 2027.

On 5 January 2024 the mid exit door plug on Alaska Airlines flight 1282, a 737 MAX 9 delivered eight weeks earlier, separated from the fuselage at 16,000 feet over Portland. The NTSB investigation traced the loss to four missing retention bolts at Boeing's Renton final assembly line, a fuselage built by Spirit AeroSystems in Wichita and s...

Trade and tariff analytics 2026-04-26 11 minute read 14 sources

Bolivia Lithium 2026: The Largest Resource, the Smallest Output

Bolivia holds the world's largest lithium resource at 23 million tonnes, yet 2024 mine production was zero. The CBC and Uranium One contracts, the failed industrialization referendum, and a BCB reserves crisis now intersect with a 2025 election that could reset every counterparty assumption.

USGS Mineral Commodity Summaries 2025 placed Bolivia's identified lithium resource at 23 million tonnes, the largest in the world, ahead of Argentina at 22 million and the United States at 19 million. Mine production was zero in 2024 against Australia at 88,000 tonnes, Chile at 49,000, China at 41,000, and Argentina at 18,000. The state o...

Macro-financial risk 2026-04-26 9 minute read 5 sources

Brazil fiscal trajectory 2026: the framework, the markets, and the political constraint

Brazil enters 2026 with a credible monetary anchor but a fiscal framework that markets are testing in real time. The next eighteen months will determine whether the Arcabouco holds or whether the curve forces an earlier reckoning.

Brazil heads into the second quarter of 2026 with gross general government debt approaching 81 percent of GDP, a primary deficit that has narrowed but not closed, and a Selic rate held at restrictive levels by a Banco Central do Brasil intent on protecting hard-won inflation gains. The Arcabouco Fiscal, the spending growth rule that repla...

Energy transition 2026-04-26 12 min read 10 sources

Brazil's Green Hydrogen Northeast Cluster: From MoUs to FID

Pecem, Suape, and Acu enter the year after COP30 with a hydrogen law, a 18.3 billion BRL tax credit envelope, and roughly 50 memoranda of understanding signed since 2022, but only a handful of projects within twelve months of final investment decision.

Brazil enters 2026 with the highest paper claim on the global green hydrogen export trade. The combination of capacity factors above 55 percent for hybrid solar and wind in the Northeast, the Sao Francisco wind corridor, hydropower as a firming resource, and three deepwater ports designated as hydrogen hubs gives the country a levelized c...

Macro-financial risk 2026-04-26 12 minute read 14 sources

Brazil 2026: Lula, the Arcabouco, and Sovereign Rating Trajectory

Brazil approaches the October 2026 first round with Lula seeking a fourth term at 80, an Arcabouco Fiscal under stress, Selic at 14.25 percent, and the IBS plus CBS dual VAT entering its 2026 to 2032 transition. Sovereign rating direction depends on three calls.

Brazil heads into the October 4, 2026 first round and likely October 25 runoff with Lula da Silva, who turned 80 on October 27, 2025, declared as the PT candidate for a fourth term. Opposition runs through Sao Paulo Governor Tarcisio de Freitas, Parana Governor Ratinho Junior, Goias Governor Ronaldo Caiado, and Minas Gerais Governor Romeu...

Electoral and political intelligence 2026-04-26 10 minute read 17 sources

Canada 2025 to 2026: The Trudeau Exit, the Carney Reset, and the Trump Tariff War

Justin Trudeau resigned the Liberal leadership on January 6, 2025 after a caucus revolt and a Chrystia Freeland resignation that closed the December 16, 2024 fiscal cycle. Mark Carney, former Bank of Canada and Bank of England Governor, replaced him as Liberal leader on March 9, 2025, was sworn in as the 24th Prime Minister on March 14, and led the Liberals to a minority government in the April 28, 2025 federal election. The macro that follows is set by the Trump tariff war, the Bank of Canada easing path, the Trans Mountain expansion barrels, and the USMCA July 2026 review.

Canada closed the Trudeau decade with the lowest end of term Liberal polling since the 1984 collapse, a Section 232 reciprocal tariff war with the second Trump administration, and a Bank of Canada policy rate cut by 100 basis points from a 5.00 percent peak to 4.00 percent through the spring of 2025. Trudeau resigned on January 6, 2025 af...

Macro-financial risk 2026-04-26 9 minute read 5 sources

Canada Housing 2026: Immigration Reset, Renewal Cliff, and the BoC Pivot

How Ottawa's population brake, a wave of five-year mortgage resets, and a measured Bank of Canada easing cycle are reshaping the macro-financial outlook for Canadian housing through 2028.

Canada enters 2026 with three forces colliding inside its housing market. The federal Immigration Levels Plan that took effect in 2025 cut permanent resident targets and, for the first time, set explicit ceilings on temporary residents, draining roughly a million people of demand from rental and ownership pipelines by 2027. Simultaneously...

Energy and transition economics 2026-04-26 10 minute read 16 sources

Caribbean climate insurance 2026: CCRIF SPC, parametric scaling, and the sovereign innovation frontier

Hurricane Beryl triggered the largest single payout in the history of the Caribbean Catastrophe Risk Insurance Facility, USD 87.6 million across four members in July 2024. The region now sits at the leading edge of sovereign climate finance: parametric covers, climate resilient debt clauses, resilience bonds, and the Loss and Damage Fund are converging into a working architecture that creditors, donors, and insurers will copy across small island states.

Caribbean sovereigns face a structural insurance gap. Insurance penetration averages roughly 1.5 percent of GDP against 6 percent in advanced economies, tourism contributes about a third of regional GDP at USD 41 billion in 2024 receipts, and the 2024 Atlantic season delivered Hurricane Beryl, the earliest Category 5 on record, with regio...

Electoral and political intelligence 2026-04-26 10 minute read 16 sources

Chile 2025 to 2026 Cycle: The Boric Exit, the Right Reset, and the Copper Lithium Macro

Gabriel Boric leaves office on March 11, 2026, after a single constitutional term, two failed constitutional rewrites, a copper trough at Codelco, and a pension reform that took three years and arrived in the final stretch. The November 2025 first round and the December 2025 runoff put Jose Antonio Kast in La Moneda. The macro that follows is set by copper price, lithium royalty design, the IMF Article IV path, and migration normalization.

Chile closed the Boric administration with the lowest end of term approval since the return to democracy, two rejected constitutional drafts in twenty four months, the lowest Codelco copper output since 1998, and a National Lithium Strategy still in mid implementation. The November 16, 2025 first round produced Jose Antonio Kast of the Pa...

Trade and tariff analytics 2026-04-26 11 min read 12 sources

The Lithium Triangle in 2026: Chile's Codelco Pivot, Argentina's Brine Build, Bolivia's Stalled DLE

Chile converted Atacama into a 50/50 Codelco-SQM JV, Argentina's Olaroz, Hombre Muerto, and Rincon expansions target 130,000 tonnes LCE in 2026, and Bolivia's CATL and Uranium One DLE pilots remain stalled despite 23 million tonnes of resource.

The lithium triangle holds roughly 56 percent of identified global lithium resources (USGS Mineral Commodity Summaries 2025). Chile, Argentina, and Bolivia together accounted for about 28 percent of 2024 mine production of 240,000 tonnes lithium content, against Australia at 37 percent and China at 17 percent. Chile's April 2023 National ...

Trade and tariff analytics 2026-04-26 9 minute read 5 sources

Chile's Lithium Pivot: Reading the SQM-Codelco Joint Venture Through a Trade and Tariff Lens

The Boric administration's National Lithium Strategy is reshaping how Chilean brine reaches battery cathodes. We map the public-private split, DLE pilots, and the 2026 to 2028 trade scenarios our TradeWeave engine flags for sourcing teams.

Chile's National Lithium Strategy, announced by President Gabriel Boric in April 2023 and operationalized through the SQM and Codelco partnership in the Salar de Atacama, has shifted the world's second largest lithium producer from a pure private concession model toward a state anchored public-private regime. This brief unpacks the contra...

Food and agriculture 2026-04-26 10 minute read 10 sources

The Coffee Market Crisis 2024 to 2026: Arabica at Fifty Year Highs and the Reordering of Origin Risk

Brazilian arabica drought, Vietnamese robusta stress, and ICE futures at 4.40 dollars per pound have rewritten the cost stack for every roaster, retailer, and origin trader. The next 18 months separate the operators who repriced from those who absorbed.

Between mid 2024 and the first quarter of 2026, the global coffee complex experienced its most severe price dislocation since the 1977 frost shock. ICE arabica futures cleared 4.40 dollars per pound in late 2024, a fifty year nominal high, while London robusta traded near 4,800 dollars per tonne and the ICO Composite Indicator briefly hel...

Macro-financial risk 2026-04-26 11 min 12 sources

Colombia 2026: Petro fiscal arithmetic and the post Bogota electoral year

Gustavo Petro enters his final budget cycle with a 57 percent debt path, a fragile fiscal rule, and an Ecopetrol production curve that no longer finances his social spending agenda. The 2026 municipal cycle and a recomposed Senate decide whether the cambio coalition holds.

Colombia under President Gustavo Petro reaches 2026 with the fiscal arithmetic critics warned about in 2022. Central government debt sits near 57 percent of GDP per Ministerio de Hacienda fiscal year 2024 figures, the Comite Autonomo de la Regla Fiscal (CARF) has issued repeated unfavorable opinions on the medium-term framework, and Ecope...

Energy and transition economics 2026-04-26 9 minute read 5 sources

Post-COP30 Belem 2026: NDC Trajectory, Amazon Fund, and the Forest Finance Reset

Five months after the gavel fell in Belem, the Promethean and Ceres practices assess what the conference actually delivered for tropical forest finance, NDC ambition, and the carbon market architecture taking shape across 2026 to 2028.

COP30 in Belem closed in November 2025 with a partial Belem Accord, an operational Tropical Forest Forever Facility framework, and a new generation of NDCs covering roughly 78 percent of global emissions. The package was incremental rather than transformational, but it locked in three things our clients need to plan around: a credible Bra...

Defense and geopolitics 2026-04-26 14 min read 12 sources

Ecuador's Mano Dura at the Inflection: Noboa's Security Doctrine, Energy Squeeze, and the 2026 Outlook

President Daniel Noboa's internal armed conflict declaration, the April 2025 runoff mandate, and the homicide reversal from 47 to 31 per 100,000 reframe Ecuador as a Pacific cocaine choke point with stranded oil and hydropower fragility.

Ecuador moved from peripheral cocaine corridor to Pacific epicenter between 2017 and 2023, with the homicide rate climbing from 6 to 47 per 100,000 (Ministerio del Interior). On January 9, 2024, President Daniel Noboa decreed an internal armed conflict and designated 22 organized crime groups as terrorist actors, including Los Choneros, L...

Trade and tariff analytics 2026-04-26 10 minute read 10 sources

EU Mercosur 2026: The Political Endgame After Montevideo

The December 2024 political agreement broke a 25 year logjam. The 2026 ratification fight will be won or lost on bifurcation, beef quotas, and whether Paris can convince Rome and Warsaw to vote down a deal that Berlin, Madrid, and Brasilia all want.

The EU Mercosur agreement, initialled at the Montevideo summit on 6 December 2024, reopened a dossier first signed in 1999 and frozen after the 2019 political accord collapsed. The 2026 ratification path now runs through a deliberate legal bifurcation: the Trade Pillar travels under Article 207 TFEU as an EU only competence, requiring qua...

Electoral and political intelligence 2026-04-26 10 minute read 16 sources

Honduras after Castro: Security, Remittances, and the November 2025 Verdict on the Northern Triangle

Xiomara Castro inherited a narcostate, ran a Bukele lite state of emergency for three years, kept growth above 3 percent, and lost the presidency to the Nationalists on November 30, 2025. The 2026 transition test is whether the IMF program, the maquila base, and the USD 9.7 billion remittance flow survive an Asfura government with a tilted Congress.

Xiomara Castro of LIBRE took office on January 27, 2022 with a narrow congressional plurality, becoming the first woman elected president of Honduras. Through 2024 her administration ran a Bukele inflected security policy, a 36 month USD 830 million IMF Stand By plus Extended Credit Facility approved in September 2023, the unilateral repe...

Geoeconomic and policy analysis 2026-04-26 10 minute read 16 sources

Iraq 2026: The Sudani Wage Bill, the KRG Pipeline, and a Parliament Returning to the Sadrists

The October 2025 vote returned a fragmented parliament, the Iraq Turkey Pipeline remains shut three years after the ICC award, and Brent at 70 dollars exposes a federal break-even still near 92. The 2026 question: can a new cabinet hold the dinar peg, normalize KRG salaries, and clear the wage bill without an oil price reset.

Iraq's 11th parliamentary election on October 11, 2025 produced no majority bloc, with the Coordination Framework holding the largest cluster of seats around 80, the Sadrist movement returning under a renamed list with roughly 55 seats, and the KDP and PUK splitting Kurdish representation along familiar lines. Prime Minister Mohammed Shia...

Food and agriculture 2026-04-26 9 minute read 5 sources

Latin America Soybean Cycle 2026: Brazil, Argentina, Paraguay, Uruguay

South American supply, Chinese demand, and ENSO neutrality define the 2026 to 2027 oilseed map. Ceres assesses three trade scenarios.

The 2025 to 2026 Latin American soybean cycle marks a structural reset for the global oilseed complex. Brazil is on track for a record harvest above 175 million tonnes, Argentina is rebuilding stocks after the 2023 to 2024 drought, and the Paraguay and Uruguay cluster is consolidating its role as a swing supplier to China and the European...

Energy and transition economics 2026-04-26 11 minute read 22 sources

The 2026 to 2027 LNG supply wave: 130 mtpa of new liquefaction, Henry Hub pressure, and the buyer's window

Five United States projects plus the Qatari North Field expansion add roughly 130 million tonnes per year of nameplate liquefaction between 2025 and 2027. Henry Hub feedgas demand clears 16 billion cubic feet per day, TTF and JKM spreads compress, and European buyers face a contracting decision they cannot defer.

Global LNG export capacity is set to expand from roughly 480 million tonnes per year at end 2024 to a notional 610 million tonnes per year by end 2027, the largest concentrated build out in the industry's history. The United States contributes Plaquemines (13.3 mtpa), Corpus Christi Stage 3 (10.0 mtpa), Rio Grande Phase 1 (17.6 mtpa), Por...

Geoeconomic and policy analysis 2026-04-26 10 minute read 12 sources

Mexico's Security Drag: What Cartel Economics Cost the Bajio, Nearshoring, and the IEEPA Negotiation

Cartel-related extortion, fuel theft, avocado mafia, and intimidation now cost Mexican GDP a documented 2.0 to 4.0 percent per year. Sheinbaum's security strategy and Trump's IEEPA fentanyl framing have repriced the nearshoring premium.

Mexico's organized crime economy is no longer a public-safety question alone. INEGI's 2024 National Survey of Victimization and Public Safety Perception (ENVIPE) puts the cost of crime to Mexican households at MXN 274 billion in 2023, equivalent to 1.45 percent of GDP. Banxico, IMF Article IV Mexico, and CIDE working papers separately est...

Geoeconomic and policy analysis 2026-04-26 10 minute read 18 sources

Mexico's Judicial Reset: Sheinbaum, Plan C, and the Rule of Law Premium

Claudia Sheinbaum took office on October 1, 2024 with a Morena supermajority and a constitutional amendment converting all 7,000 federal judges into elected officials. The first judicial elections in June 2025 closed with 13 percent turnout and benches dominated by Morena-aligned candidates. The peso has carried an extra 200 basis points of risk premium, FDI announcements have been reshuffled, and the July 2026 USMCA review is now the binding constraint on Mexico's institutional perimeter.

Claudia Sheinbaum won the June 2, 2024 presidential election with 35.9 million votes and a 59.8 percent share, the largest mandate in modern Mexican democracy. She inherited from Andres Manuel Lopez Obrador a parliamentary configuration that delivered Morena and allies a qualified two-thirds majority in the Chamber of Deputies and 86 of 1...

Trade and tariff analytics 2026-04-26 9 minute read 5 sources

Mexico nearshoring in 2026: where the math actually clears

Mexico's nearshoring narrative is real in some sectors and aspirational in others. The 2026 USMCA review window, capacity ceilings, and security risk separate the contracts that close from the press releases that do not.

Mexico has captured a meaningful share of US import demand displaced from China since 2018, but the gains are concentrated in autos, machinery, and a narrow band of electronics, not in textiles or labor intensive assembly. FDI flows reported by Banxico and Secretaria de Economia confirm rising commitments, yet greenfield announcements out...

Trade and tariff analytics 2026-04-26 11 minute read 15 sources

Mexico in 2026: Nearshoring, the USMCA Review, and the Tariff Shock Absorber

Eighteen months into the Sheinbaum administration, nearshoring has stopped being a press-release category and has become a contested allocation problem. Plan Mexico, the July 2026 USMCA review, and a Trump tariff regime that flicks on and off have compressed the planning horizon for OEMs, contract manufacturers, and the peso curve into rolling six-week windows.

Claudia Sheinbaum was inaugurated on October 1, 2024, and unveiled Plan Mexico in January 2025 as an industrial policy framework anchored on a Fideicomiso for nearshoring incentives, regional content thresholds, and a sharper screen on Chinese investment. Foreign direct investment closed 2024 at 36.87 billion dollars per Secretaria de Eco...

Energy and transition economics 2026-04-26 11 minute read 17 sources

Pemex 2026: a 1.5 mbpd national champion, a USD 99.5 billion debt stack, and Sheinbaum's energy sovereignty bet

Mexico's national oil company has fallen from a 3.4 mbpd peak in 2004 to 1.50 mbpd in 2024, accumulated USD 99.5 billion of financial debt, and absorbed roughly USD 20 to 30 billion of federal transfers per year. President Sheinbaum inherits a USD 30 billion maturity wall through 2027, a refining system running at 80 percent utilization, and a constitutional commitment to zero net imports of motor fuels by 2030.

Pemex remains the most indebted national oil company in the world, with USD 99.5 billion of financial debt at year end 2024 (Form 20-F, April 2025) and a maturity profile that requires roughly USD 30 billion of refinancings between 2025 and 2027. Crude production fell to 1.50 million barrels per day in 2024, against 1.71 mbpd in 2023 and ...

Macro-financial risk 2026-04-26 12 min read 10 sources

Mexico Under Sheinbaum: Year One and the T-MEC Cliff

Plan Mexico, the 2026 USMCA review, judicial reform fallout, and Pemex's 97 billion dollar debt stack converge on a single fiscal year.

Claudia Sheinbaum took office on October 1, 2024 with a Morena supermajority in the lower house, a two-thirds Senate, and an inherited fiscal deficit of 5.9 percent of GDP, the widest non-pandemic gap since the 1980s. Her first year traded the AMLO posture of austerity-plus-flagships for an explicit industrial program branded Plan Mexico,...

Trade and tariff analytics 2026-04-26 10 minute read 12 sources

USMCA Article 34.7: The July 2026 Review and the Renegotiation Already Underway

The first six-year joint review opens July 2026. Trump's tariff threats, Sheinbaum's Plan Mexico, automotive rules of origin, and a Mexico-now-largest US trade partner make this the most consequential trilateral negotiation since 1994.

USMCA Article 34.7 mandates a joint review six years after entry into force. The first review opens July 2026. Failure of all three parties to affirm continuation triggers a 16 year sunset window. The 2024 to 2025 backdrop has shifted the negotiation: US merchandise trade with Mexico reached USD 798 billion in 2024 per the US Census Burea...

Trade and tariff analytics 2026-04-26 10 minute read 17 sources

Panama Canal water economics 2026: Gatun Lake, transit auctions, and the Rio Indio reservoir bet

The 2023 to 2024 drought cut Panama Canal daily transits from 36 to 22, drove a single slot auction to USD 4.0 million, and forced US grain, LPG, and LNG cargoes onto Cape and Suez routings. The Rio Indio reservoir at USD 1.2 to 1.6 billion is the structural answer, but it does not commission until 2030.

The Autoridad del Canal de Panama (ACP) reported FY2023 transit revenue of USD 4.97 billion on 14,080 oceangoing transits, then cut its booking slot count from 36 in normal conditions to 22 by November 2023 as Gatun Lake fell to 79.7 feet against the 87 foot ideal. One transit slot auctioned for USD 3.975 million in November 2023, the hig...

Trade and tariff analytics 2026-04-26 9 minute read 5 sources

Peru Mining 2026: Copper Supply, Social Conflict, and the Tax Regime Test

Peru sits at the hinge of the global copper market. Las Bambas blockades, a recalibrated royalty regime, and the second-derivative of Chinese demand will decide whether 2.7 million tonnes is a floor or a ceiling for 2026 output.

Peru is the world's second largest copper producer and the marginal swing supplier into a market that the IEA, Wood Mackenzie, and the LME term-structure all describe as structurally tight through 2028. The country's 2026 trajectory hinges on three variables that rarely move in the same direction: mine site stability across the southern c...

Industrial policy and supply chains 2026-04-26 10 minute read 11 sources

Peru Mining Under Boluarte: Political Risk Through the 2026 Election Cycle

President Dina Boluarte enters her last full year of office with single digit approval, a fragmented Congress, and a copper sector that the state cannot afford to disturb. The April 2026 first round and June 2026 runoff will reset the rules under which Las Bambas, Quellaveco, and the Tia Maria pipeline operate.

Peru is the world's second largest copper producer at roughly 2.6 million tonnes per year, and its political settlement is the variable that decides whether the next administration can hold the line. President Dina Boluarte governs with approval near 5 percent, a Congress that has rejected three constitutional vacancia motions, and a memo...

AI and compute economics 2026-04-26 10 minute read 19 sources

Robotaxi economics in 2026: Waymo scales, Tesla bets on a 30 thousand dollar Cybercab, and the ride-hailing margin pool starts to crack

Waymo crossed 200 thousand paid rides per week in late 2024 across four metros, GM wound down Cruise in December 2024, Tesla unveiled the Cybercab in October 2024 with a 2026 production target, and the unit economics of US ride-hailing are about to be repriced by fleets that no longer pay drivers.

Robotaxi service is no longer a demo. Waymo One reported more than 200 thousand paid trips per week by Q4 2024 across Phoenix, San Francisco, Los Angeles, and Austin, and disclosed in February 2025 that it had served more than 4 million paid rides in 2024. GM stopped funding Cruise in December 2024 after a 10 billion dollar cumulative spe...

Macro-financial risk 2026-04-26 12 min read 15 sources

Stablecoin demand for US Treasuries in 2026: bills, repo, and the GENIUS Act perimeter

GENIUS Act implementation, Tether and Circle reserve attestations, and Treasury official statements have made dollar stablecoins a structural buyer of short bills. We size the bid, decompose maturity holdings, and stress test the redemption channel.

Aggregate dollar stablecoin supply has crossed roughly 220 billion in early 2026, with reserves now overwhelmingly concentrated in Treasury bills inside three months and overnight repo collateralized by Treasuries. The Guiding and Establishing National Innovation for U.S. Stablecoins Act, signed into law in July 2025, locked in a 1:1 cash...

AI for economics tooling 2026-04-26 11 minute read 20 sources

US streaming bundling and consolidation through 2026: how the OTT war ends with cable rules in a streaming wrapper

Netflix booked seven billion dollars in operating income in 2024 while Paramount and Peacock lost a combined three and a half billion on streaming, the Disney plus Hulu plus Max bundle launched at sixteen ninety nine, and a seventy six billion dollar NBA deal split three ways rewrote the cost structure for live sports.

The 2024 to 2026 window closes the streaming land grab and opens the consolidation phase. Netflix ended 2024 with 301 million paid memberships and roughly seven billion dollars of operating income, the only pure play streamer at scale margin. Disney direct to consumer turned profitable in fiscal Q4 2024 with 252 million dollars of operati...

Energy and transition economics 2026-04-26 10 minute read 16 sources

Trinidad and Venezuela 2026: the Dragon license, Atlantic LNG idle trains, and Caribbean gas arbitrage

Atlantic LNG runs at 9.0 mtpa against 14.8 mtpa nameplate, Train 1 has been idle since end 2020, and the four cross border fields with Venezuela are the only unsanctioned upside. The Dragon, Cocuina, and Manakin Cocuina licenses, OFAC General License 41 and 41A, and the disputed July 2024 Maduro reelection together set the gas balance for the eastern Caribbean through 2028.

Trinidad and Tobago's gas economy is contracting in slow motion. Marketed gas production peaked near 4.0 billion cubic feet per day in 2010 and ran at 2.55 Bcf/d in 2024, a 36 percent drawdown that has stranded one of the four Atlantic LNG trains since end 2020 and capped national LNG output at 9.0 million tonnes per annum against a 14.8 ...

Trade and tariff analytics 2026-04-26 12 min read 10 sources

Trump Second Term Economic Agenda: First Sixteen Months

A tariff stack rebuilt around Section 232, 301, 122, and 338, an OBBA reconciliation that locks TCJA permanence, a DOGE workforce purge, and a Fed independence stress test rewrite the macro baseline through 2029.

The first sixteen months of the second Trump administration have stacked tariff, fiscal, regulatory, and labor shocks at a pace and scale not seen since the early 1980s. Executive Orders issued between January and April 2025 imposed 25 percent duties on Mexico and Canada under IEEPA, restored 25 percent Section 232 steel and aluminum with...

Policy impact modeling 2026-04-26 9 minute read 11 sources

Territorial Rhetoric and Treaty Reliability: Pricing the 2025 to 2026 Trump Doctrine

Greenland, the Panama Canal, Canada, Mexico, the Gulf of America, and Gaza relocation talk are not isolated provocations. They are a coherent signal that the United States now treats sovereign borders, NATO commitments, and 1977-vintage treaties as renegotiable, and capital is starting to charge for it.

Between January 2025 and April 2026 the second Trump administration converted territorial rhetoric into operational pressure: a renewed sovereignty bid for Greenland, a public claim that the United States will take the Panama Canal back, a sustained 51st state framing of Canada, fentanyl-linked cartel designations against Mexico, the Gulf...

Macro-financial risk 2026-04-26 10 minute read 18 sources

The American Car Squeeze: Affordability, Delinquency, and the Auto Credit Cycle

New vehicle average transaction prices held near 48,000 dollars through 2024 and 2025, the Manheim Used Vehicle Value Index settled around 205 after retracing from its 280 peak, and the Federal Reserve Bank of New York logged the highest auto loan transition into serious delinquency since the 2010 vintage. Section 232 tariffs on Mexican and Canadian autos and a 20 percent jump in auto insurance CPI compounded the affordability problem. The credit cycle now hinges on subprime ABS performance, repossession economics, and the policy response to a household stretched on the second-largest line item after housing.

American household balance sheets now carry 1.66 trillion dollars of auto loan debt, the second-largest non-housing consumer credit line on the Federal Reserve Bank of New York Quarterly Report on Household Debt and Credit. Cox Automotive reported a new vehicle average transaction price of 48,397 dollars in December 2024, roughly 12 perce...

Trade and tariff analytics 2026-04-26 12 minute read 18 sources

United States and China tariff trajectory through 2026: Section 301, the April reciprocal framework, and the Phase One legacy

The 2024 USTR four year review, the April 2025 reciprocal escalation, and the May 2025 de-escalation framework rebuilt the tariff stack on Chinese imports. We map the Section 301 architecture, the bilateral trade collapse, China retaliation, and the deal, freeze, escalate scenarios into 2026.

United States goods imports from China fell from a 2018 peak of 538 billion US dollars to 438 billion in 2024 (US Census Bureau), with the China share of total US goods imports compressed from 21.6 percent in 2017 to 13.4 percent in 2024. The Section 301 stack moved through three phases: the original 2018 to 2019 lists, the May 2024 USTR ...

Macro-financial risk 2026-04-26 11 minute read 18 sources

US CRE Office Distress 2026: The Maturity Wall, the Bifurcation, and the Bank Channel

Roughly 1 trillion dollars of US commercial real estate debt matures across 2024 to 2026, office vacancy in major central business districts sits near or above 20 percent, CMBS office delinquency tracks above 11 percent, and the regional bank cohort with CRE concentration above 300 percent of risk-based capital is where the cycle clears.

US commercial real estate enters 2026 in a slow workout, not a crash. The Mortgage Bankers Association estimates total US commercial and multifamily mortgage debt at roughly 4.7 trillion dollars at year-end 2024, with about 957 billion dollars maturing in 2025 after extensions and modifications rolled balances forward from 2023 and 2024. ...

Food and agricultural economics 2026-04-26 10 minute read 20 sources

US Fertilizer Through 2026: Potash, Ammonia, and the Affordability Reset

US growers consumed roughly 21 million tonnes of nitrogen, 4.2 million of phosphate, and 4.5 million of potash in 2024 against a price stack that has retraced two thirds of the 2022 peak. The structural questions are import dependence (95 percent for potash), the cost wedge that Henry Hub gives CF Industries and Koch over Yara and OCI, and how Section 232 actions on Russia and Morocco interact with a USDA net farm income line that fell from 185 billion dollars in 2023 to 140 billion in 2024.

US fertilizer consumption in 2024 totaled approximately 21.0 million tonnes of nitrogen, 4.2 million of phosphate (P2O5), and 4.5 million of potash (K2O), per USDA Economic Research Service. Prices have retraced sharply from the 2022 invasion peak: muriate of potash (MOP) FOB Saskatchewan landed near 300 dollars per tonne in Q4 2024 again...

Trade and tariff analytics 2026-04-26 12 min read 10 sources

The American Carbon Border: Foreign Pollution Fee Act in 2026

Cassidy and Graham have resurrected the Foreign Pollution Fee Act with bipartisan momentum. The architecture, partner tiers, and CBO scoring now define the front edge of US trade and climate policy.

Senator Bill Cassidy reintroduced the Foreign Pollution Fee Act (S.1325) in April 2025 with Lindsey Graham as lead Republican coauthor and a small bipartisan caucus drawn from manufacturing belt Democrats. The bill is a partner tier carbon border adjustment, not a domestic carbon price: imports of steel, aluminum, cement, fertilizer, glas...

Labor and human capital 2026-04-26 10 minute read 18 sources

US H-1B and High-Skill Immigration Reform 2026: Wage-Based Selection Lands, Talent Strategy Resets

The FY2026 cap season runs under USCIS wage-based selection rather than a random lottery, registrations are still recovering from the FY2025 fraud crackdown, and Trump 2.0 executive orders have stacked the deck against entry level filings.

The US high-skill immigration system entered 2026 in the middle of its largest rule shift since 2004. USCIS finalized a beneficiary-centric registration process for FY2025, which cut total registrations from 758,994 in FY2024 to 442,000 in FY2025 by squeezing out multiple-registration fraud. The Trump administration then issued executive ...

Health economics 2026-04-26 11 minute read 23 sources

US healthcare private equity rollup at the antitrust inflection: physician practices, hospital chapter 11, and the 2026 refi wall

PE healthcare deal value has settled into the 80 to 100 billion dollar a year band after the 2021 peak, even as Envision and Steward have proven the LBO model can break, and the FTC, DOJ, and a growing list of state attorneys general are now writing rules around physician rollups.

Private equity ownership in US healthcare reached an inflection point between 2023 and 2026. Pitchbook tallied roughly 1,049 PE healthcare deals in 2024 with disclosed value near 115 billion dollars, well below the 2021 peak. KKR backed Envision Healthcare filed for chapter 11 in May 2023, wiping out about 7 billion dollars of equity. Cer...

Health economics 2026-04-26 10 minute read 18 sources

The US Higher Education Cliff: Demographics, Defaults, and the Tier Bifurcation

The 2008 birth cohort reaches college age in fall 2026, the first full impact of a 15 percent decline in 18 year olds projected through 2039. Layered on top: a botched FAFSA cycle that broke aid processing, a proposed 21 percent endowment tax on the largest funds, and a state revenue share that has fallen from roughly 70 percent of public university revenue in the early 1990s to about 40 percent today. The sector splits into two solvency curves.

US higher education enters the 2026 to 2027 academic year facing the long forecast demographic cliff. The Western Interstate Commission for Higher Education projects the high school graduating class will peak near 3.9 million in 2025 and decline by roughly 13 percent through 2041, with the 18 year old population down 15 percent over the s...

Health economics 2026-04-26 10 minute read 23 sources

The US K-12 Enrollment Cliff: ESSER Sunset, District Fiscal Stress, and the Sorting of School Systems Through 2026

Public school enrollment peaked in fall 2019 near 50.8 million and is projected at 49.4 million in fall 2024 per NCES, with West and Northeast regions absorbing the bulk of the loss. The Elementary and Secondary School Emergency Relief obligation deadline closed September 30 2024, with final liquidation due March 2026. Birth cohorts are 11 percent below 2007 peak and the 2020 to 2024 fertility decline locks in a deeper trough into the early 2030s. Charter, voucher, and homeschool enrollment have absorbed roughly 1.5 to 2 million students in net flows since 2019. The result is a fiscal sorting event running through district size, regional demographics, and program concentration.

US public K-12 enrollment fell from a fall 2019 peak of approximately 50.8 million to roughly 49.4 million in fall 2024 per NCES projection tables, a structural loss of about 1.4 million students that did not recover with end of pandemic in person learning. Births fell from 3.747 million in 2019 to 3.596 million in 2023 and a CDC provisio...

Labor and human capital 2026-04-26 9 minute read 5 sources

US labor market under AI substitution 2026: where it actually shows up first

Aggregate US labor data still looks healthy in early 2026, but beneath the headline numbers AI substitution is already reshaping hiring at the occupational level, with concentrated displacement in entry tier knowledge work and persistent complementarity in roles that bundle judgment, relationships, and accountability.

The 2026 US labor market presents a paradox. Unemployment hovers near 4.2 percent, participation has stabilized, and nominal wage growth still runs above 3.5 percent, yet hiring rates for early career knowledge workers have fallen sharply and posting volumes in customer support, content production, and junior software engineering have con...

Health economics 2026-04-26 10 minute read 18 sources

Medicare Advantage at the Reset: V28 Risk Adjustment, Star Ratings, and Insurer Profit Through 2026

The April 2025 CMS Final Rate Notice locked in a 5.06 percent effective rate change for contract year 2026, the final year of V28 phase in, and the second consecutive cycle in which Humana, UnitedHealth, CVS Aetna, Elevance, Centene, and Cigna issued downward earnings revisions tied to medical loss ratio normalization.

Medicare Advantage covers roughly 54 percent of eligible Medicare beneficiaries in 2025, about 34 million enrollees on a fee for service base of 67 million, but the program is the most stressed health insurance line in the United States. The Centers for Medicare and Medicaid Services published the Calendar Year 2026 Final Rate Notice on A...

Electoral and political intelligence 2026-04-26 9 minute read 5 sources

Constituency-level intelligence for the 2026 US midterms: a framework

How Strategos extends a 300 constituency-agent architecture from Bangladesh to the 435 US House districts and 33 Senate races, with cycle-over-cycle drift detection and field intelligence fusion.

The Strategos platform was originally built as a 300 constituency-agent system for Bangladesh's 2026 general election, with each agent maintaining a structured belief state about local demographics, candidate viability, and field signals. The same architecture generalizes cleanly to the 2026 US midterms: 435 House districts plus roughly 3...

Macro-financial risk 2026-04-26 10 minute read 18 sources

NFIP at the Cliff: Reauthorization, Risk Rating 2.0, and the Federal Flood Balance Sheet to 2026

The National Flood Insurance Program enters 2026 with USD 20.5 billion of Treasury debt, 4.7 million policies in force, and a 28th short term reauthorization in the rear view. Risk Rating 2.0 reset premiums to actuarial signals, Hurricanes Helene and Milton burned through annual loss budgets in six weeks, and a Project 2025 privatization timetable now sits inside the executive branch. The 2026 question is whether Congress writes the next long term reauthorization, lets the program sunset, or accepts permanent continuing resolution governance for the largest federal property insurance balance sheet.

The National Flood Insurance Program covered 4.7 million policies in force at fiscal year end 2024, down from a peak of 5.69 million in 2009, on roughly USD 1.28 trillion of insured exposure (FEMA Watermark FY2024). The program carries USD 20.525 billion of outstanding Treasury debt as of Q1 2025 against a USD 30.425 billion statutory bor...

Trade and tariff analytics 2026-04-26 11 minute read 20 sources

Trump pharma tariffs and the US drug supply chain through 2026: Section 232, Ireland exposure, and the API reshoring arithmetic

The April 2025 Section 232 pharmaceuticals investigation, the Ireland headline import number, and the India and China API base together define the 2026 corridor. We map the import stack, the announced reshoring capex, the IRA Year 2 negotiation list, and the 2026 to 2028 buyer playbook.

The Trump administration commenced a Section 232 pharmaceuticals investigation on April 1, 2025 under the Bureau of Industry and Security (BIS) at the Department of Commerce, with public threats of duties between 25 and 200 percent on imported finished drugs and active pharmaceutical ingredients (APIs). United States imports under Harmoni...

Macro-financial risk 2026-04-26 10 minute read 12 sources

US Regional Banking 2026: Consolidation, Basel Endgame, and the CRE Wall

Three years after Silicon Valley Bank, the regional bank franchise has stabilized, the Capital One and Discover deal closed, and the Basel III Endgame final rule is law. The unfinished work is commercial real estate.

The US regional banking system enters 2026 in a different shape than the one that broke in March 2023. Capital One closed its 35 billion dollar all-stock acquisition of Discover in May 2025, the OCC and the Federal Reserve approved the deal with community reinvestment conditions, and the Basel III Endgame final rule was issued in May 2025...

Industrial policy and supply chains 2026-04-26 11 minute read 12 sources

US Steel and Nippon, Closed at Last: The Golden Share, Mon Valley, and a New CFIUS Template

The USD 14.9 billion Nippon Steel acquisition of US Steel closed in August 2025 only after a Trump executive order conditioned approval on a Golden Share, USW guardrails, and roughly USD 14 billion of incremental US capex, rewriting CFIUS practice.

Nippon Steel announced its USD 14.9 billion all cash bid for US Steel on December 18, 2023, at USD 55 per share, a roughly 40 percent premium and well above the USD 7.3 billion Cleveland-Cliffs offer from Lourenco Goncalves that summer. CFIUS escalation, United Steelworkers opposition under David McCall, and a Pittsburgh coalition pushed ...

Health economics 2026-04-26 10 minute read 19 sources

US Student Loans After the Pause: SAVE Unwound, Project 2025 Reforms, and the 2026 Repayment Reset

Federal student loans returned to billing in October 2023 after a 3.5 year COVID pause. The 12 month on ramp shielded credit reports through September 2024. Then SAVE was enjoined, then struck down. By Q1 2025, 12.6 percent of borrowers in repayment were 90 plus days delinquent, the worst delinquency print in the history of the New York Fed Household Debt and Credit Report. The 2026 reset is not a return to 2019. It is a rewrite.

The federal student loan portfolio sits at roughly 1.65 trillion dollars across about 43 million borrowers as of Q4 2024, per Federal Student Aid Data Center quarterly reports. Payments resumed in October 2023 after a pause that ran from March 2020 through September 2023, and the Biden Department of Education layered a 12 month on ramp th...

Policy impact modeling 2026-04-26 11 minute read 16 sources

The TCJA Cliff and OBBBA: US Fiscal Trajectory Through 2026

Most individual provisions of the 2017 Tax Cuts and Jobs Act sunset on December 31, 2025. The One Big Beautiful Bill Act, signed July 4, 2025, made the bulk of those provisions permanent at a CBO-scored cost of roughly 4.5 trillion dollars over ten years. The fiscal trajectory through 2026 is now defined by debt-to-GDP, term premium, distributional incidence, and state-level conformity friction.

The Tax Cuts and Jobs Act of 2017, Public Law 115-97, scheduled most of its individual income tax provisions to sunset on December 31, 2025. The corporate side, including the 21 percent flat corporate rate, GILTI, FDII, and BEAT, was made permanent in 2017. The One Big Beautiful Bill Act, Public Law 119-21, signed by President Trump on Ju...

Macro-financial risk 2026-04-26 11 minute read 18 sources

The term premium returns: bear steepener risk in US Treasuries through 2026

After a decade in negative territory, the New York Fed ACM term premium turned positive in late 2023 and has stayed there. With quantitative tightening still draining duration, the bills share above the TBAC band, and net interest costs on track to surpass Medicare, the long end is again a price taker on supply. We decompose the 10 year yield, size the risks, and lay out the bear steepener playbook.

The 10 year nominal Treasury yield decomposes into expected real short rates, expected inflation, and the term premium. From 2017 through 2022, the New York Fed ACM term premium model printed deeply negative readings, bottoming near minus 150 basis points in March 2020. Beginning in late 2023 the premium turned positive and reached roughl...

Macro-financial risk 2026-04-26 10 minute read 12 sources

Bills, Coupons, and the Buyer Rotation: How Treasury Finances a USD 2 Trillion Deficit in 2026

The Treasury runs a roughly USD 28 trillion debt stock and a USD 2 trillion fiscal deficit through 2026 with rising bills share, the foreign buyer base flattening, and the Fed runoff at residual pace. The marginal-buyer question now sits with stablecoins, money funds, and US households.

United States Treasury debt held by the public crossed USD 28 trillion in early 2025 and tracks toward USD 30 trillion by year end 2026 on Congressional Budget Office baselines. The fiscal year 2025 deficit settled near USD 1.85 trillion; FY2026 baseline runs USD 2.0 to 2.1 trillion before any IEEPA tariff revenue or expiring TCJA provisi...

Labor and human capital 2026-04-26 10 minute read 20 sources

The software defined warehouse: US logistics labor and automation through 2026

Warehouse and storage payrolls have given back roughly 100,000 jobs from the 2023 peak while Amazon now operates 750,000 mobile robots inside its fulfillment network. Symbotic, Locus, AutoStore, and Geek+ have moved from pilots to platform contracts. Real wages in the sector are still 20 percent above the 2019 line. The question for 2026 is how much further the substitution can run before the political economy pushes back.

United States warehouse and logistics labor sits at an inflection point. BLS Current Employment Statistics put warehousing and storage employment at 1.85 million in Q4 2024, off from a 1.95 million peak in Q1 2023. Amazon, the single largest private employer of warehouse labor, disclosed 1.5 million plus employees globally and a deployed ...

Geoeconomic and policy analysis 2026-04-26 11 min read 12 sources

Venezuela Frozen: Maduro's Third Term, Sanctioned Crude, and the Essequibo Wager

Maduro took a third term on January 10, 2025, after a July 28, 2024 election the CNE called for him with 51 percent and the opposition documented as a Gonzalez Urrutia win. The 2026 question is whether sanctions, oil, migration, and Essequibo break the equilibrium.

On July 28, 2024, Venezuela's CNE proclaimed Nicolas Maduro winner of the presidential election with 51.2 percent against Edmundo Gonzalez Urrutia at 44.2 percent, without publishing precinct tallies. The opposition, organized around Maria Corina Machado after her 2023 inhabilitacion, published more than 24,500 actas (over 80 percent of m...

AI and compute economics 2026-04-25 10 min read 8 sources

Quebec hydropower and the new gating of AI compute

Quebec spent two decades selling itself as the cheapest, greenest place on the continent to plug in a data center. In 2026 Hydro-Quebec is throttling new connections, redesigning industrial tariffs, and forcing hyperscalers to rethink where the next gigawatt of AI training capacity actually lands.

Quebec sits on roughly 37 gigawatts of installed hydro capacity, historically the cheapest large-scale clean power in North America. From 2018 the province first banned new bitcoin mining connections, then welcomed AI campuses, and by 2024 began throttling all new large industrial loads above 5 megawatts. Hydro-Quebec's 2035 strategic pla...

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