Analysis

Pakistan’s $600 Million Fiscal Reform Mirage: Why the World Bank’s PRID Programme Is Stalling — and What Must Change

Published

2 months ago

May 2, 2026

Pakistan’s tax-to-GDP ratio, World Bank PRID programme, Pakistan fiscal reform 2026, Pakistan public resources inclusive development, federal-provincial tax harmonization Pakistan

There is a particular cruelty to the way Pakistan’s reform cycles tend to unfold. A crisis deepens. Multilateral lenders arrive bearing conditions and capital. Islamabad performs a vigorous ritual of policy commitment. Documents are signed. Press releases are issued. Then, almost invariably, the machinery of implementation seizes up — not with a dramatic collapse, but with the slow, almost imperceptible friction of bureaucratic inertia, elite resistance, and political half-heartedness. Months pass. Disbursements stall. Targets drift. The window of urgency, which had briefly opened, begins to close.

The early trajectory of the World Bank’s $600 million Pakistan Public Resources for Inclusive Development programme — approved by its Board of Executive Directors on December 19, 2025, as the federal component of a broader $700 million PRID-MPA initiative — is beginning to rhyme uncomfortably with this history. Months after approval, not a single dollar has been disbursed. The Programme Concept Note (PC-1) for the federal component remains lodged under Central Development Working Party (CDWP) review. Key positions in the Programme Management Unit remain unfilled. Progress is officially rated “Moderately Satisfactory,” but the risk assessment is firmly “Substantial.” That is the diplomatic language of multilateral financing — in plain terms, it means the programme is stuck before it has even properly started.

This is not merely a procedural delay. It is a diagnostic: a flashing indicator of the deeper structural pathologies that continue to frustrate Pakistan’s pursuit of fiscal sustainability. Whether the country can overcome those pathologies — and translate what is, on paper, a genuinely well-designed reform architecture into durable policy change — is one of the most consequential economic questions of this decade for a nation of 251 million people.

The PRID Programme: Ambition on Paper, Inertia in Practice

The PRID-MPA is, intellectually, a serious piece of work. The World Bank’s design team has constructed a multi-year, Program-for-Results (PforR) architecture that ties disbursement explicitly to verified outcomes — a structure specifically calibrated to prevent the perennial problem of money flowing before reforms are actually implemented. Under the Multiphase Programmatic Approach, total financing could reach $1.35 billion over multiple phases. The federal $600 million component targets a coherent set of fiscal transformation objectives that, if achieved, would represent a genuine structural shift in Pakistan’s public finances.

The programme’s key targets bear quoting directly, because their ambition illuminates both the scale of the challenge and the distance between aspiration and current reality:

Reform Area	Baseline	2030 Target
Tax-to-GDP Ratio	~10.3–10.6% (FY25)	15%
Tax Expenditure Reduction	Baseline	30% cut
Direct Tax Share of Revenue	~38%	Increase
GST Administration	Fragmented multi-portal	Single unified GST portal
Digital Payments	Low penetration	Expanded
Statistical Performance Indicator (SPI)	68	90
Government Rightsizing	In progress	Completed
Power Sector Subsidies	High/untargeted	Rationalized

These are not modest aspirations. The jump from roughly 10.6 percent of GDP in tax revenue to 15 percent — a nearly 50 percent proportional increase — represents a structural fiscal transformation that India has taken two decades to partially accomplish (India’s combined tax-to-GDP hovers around 17–18 percent), and that Bangladesh, with a ratio of just 6.7–7.5 percent, has struggled to even approach. The PRID ambition is not unreasonable — the IMF’s own Extended Fund Facility programme targets a 3 percentage point increase in the tax-to-GDP ratio — but the pace and institutional preconditions required to deliver it are formidable.

A Slow Start in a Season That Cannot Afford One

The immediate problem is simpler than the long-term one: the programme hasn’t actually begun. The PC-1 — Pakistan’s required project approval document, analogous to a feasibility study and budget authorization rolled into one — for the federal PRID component is still working its way through the CDWP. In a country where institutional processes routinely outlast political attention spans, this is not a trivial concern.

Zero disbursement is, at one level, technically expected in a PforR instrument — money flows when results are verified, not upfront. But zero institutional mobilization is a different matter. The PMU positions that would normally be filled within weeks of Board approval to begin systems-building, data collection, and DLI (Disbursement-Linked Indicator) baselining remain vacant. The coordination mechanisms between federal and provincial governments — essential, given that the National Fiscal Pact assigns shared responsibility for revenue and expenditure reform across Islamabad, Punjab, Sindh, Khyber Pakhtunkhwa, and Balochistan — have not been fully activated.

Pakistan’s own fiscal data tells a sobering story in parallel. The FBR’s tax-to-GDP ratio reached 10.6 percent by the end of FY24-25, rising from 9.1 percent the previous year — genuine progress, driven in part by IMF-mandated measures and FBR digitization. But in the current fiscal year, FBR is facing a revenue shortfall of approximately Rs. 428 billion against even its revised target. Pakistan and the IMF are now in discussions to cut the FY26 FBR collection target from Rs. 14.13 trillion down to Rs. 13.45 trillion, with the tax-to-GDP ratio expected to inch up only modestly to around 10.6 percent by June 2026 — well short of the 11 percent target agreed with the IMF and an even further cry from the PRID’s 15 percent ambition for 2030. The gap between policy commitments and fiscal reality is not narrowing; in some dimensions, it is widening.

The Political Economy of Stagnation: Elite Capture and the Reform Trap

To understand why this pattern recurs, one must look beyond procedural bottlenecks to the political economy underneath them. Pakistan’s fiscal architecture contains several structural features that, taken together, function almost like an immune system against meaningful reform.

The Tax Exemption Complex. Pakistan’s tax expenditure regime — the formal and informal system of exemptions, zero-ratings, reduced rates, and preferential treatments that collectively drain the treasury — is among the most extensive in any middle-income economy. Estimates by the Pakistan Institute of Development Economics (PIDE) and the World Bank suggest that tax expenditures cost the government upwards of 3–4 percent of GDP annually. The PRID target of a 30 percent reduction in these expenditures is technically achievable but politically treacherous: every major exemption has a constituency, whether it is the agricultural sector (which contributes 24 percent of GDP but contributes negligibly to the income tax base), the real estate and construction industry, export-oriented manufacturers, or politically connected individuals whose SRO-derived benefits have become structural entitlements.

The Federalism Fracture. The 18th Constitutional Amendment of 2010 devolved substantial fiscal responsibility to provinces — a decision whose merits in principle coexist with significant practical complications. Revenue from the General Sales Tax on services, personal income tax from certain sectors, and agricultural income tax falls within provincial jurisdiction, yet collection and enforcement capacity varies enormously across the four provinces. The PRID’s single GST portal ambition — which would harmonize federal and provincial GST administration into a unified digital architecture — requires the kind of intergovernmental trust and data-sharing that the National Fiscal Pact was designed to establish, but which remains contested in practice. Punjab and Sindh have their own revenue authorities (PRAL, SRB) with institutional interests not always aligned with federal harmonization.

The Rightsizing Paradox. Pakistan’s ongoing “rightsizing” initiative — the effort to rationalize and reduce the sprawling, overlapping apparatus of federal ministries, divisions, attached departments, and autonomous bodies — has been announced, initiated, and quietly shelved in various forms over multiple administrations. The current exercise faces the same structural resistance: redundant bodies typically have political patrons, their employees have organized interests, and the savings from elimination rarely materialize on the projected timeline. Including rightsizing as a PRID Disbursement-Linked Indicator is admirable precisely because it creates external accountability — but DLI-compliance can sometimes produce cosmetic reorganizations rather than genuine institutional streamlining.

Power Sector Subsidies and the Circular Debt Trap. Pakistan’s power sector remains one of the most fiscally corrosive elements of the public balance sheet. Circular debt — the accumulating inter-agency arrears driven by the gap between generation costs and consumer tariffs — has swelled to over Rs. 4 trillion, according to government estimates. Rationalizing power subsidies is a PRID objective, but tariff increases impose direct political costs on an already inflation-weary population. In a country where consumer inflation averaged close to 30 percent in FY23 and 23.4 percent in FY24 before finally moderating, asking citizens to absorb higher electricity bills requires a level of political capital that successive governments have been reluctant to spend.

The Ghosts of Reforms Past

Pakistan has been here before — many times. This is the country’s 22nd engagement with the IMF since 1958, a statistic that captures better than any economic model the persistent gap between reform intent and reform delivery. The history of World Bank and ADB structural adjustment lending to Pakistan is littered with programmes that achieved initial traction, then encountered exactly the friction now slowing the PRID: PC-1 delays, PMU staffing gaps, interministerial coordination failures, and the quiet capture of reform processes by the same interests the reforms were designed to constrain.

The Pakistan Raises Revenue (PRR) project — the predecessor World Bank revenue administration programme — produced measurable improvements in FBR digitization and taxpayer registration. Return filers jumped from 4.5 million to over 7.2 million by June 2025. But the fundamental tax base remained narrow, exemptions persisted, and the agricultural sector’s contribution to income tax remained negligible relative to its economic size. Incremental gains are real; structural transformation has remained elusive.

This is the core analytical distinction the PRID’s architects understand but that Islamabad’s political economy tends to subvert: there is a fundamental difference between tax administration reform (improving how existing taxes are collected) and tax policy reform (changing who pays taxes and on what). The former is technically demanding but politically manageable; the latter is technically simpler but requires confronting entrenched distributional interests. Pakistan has, historically, been considerably more willing to pursue the former.

Macro Stakes: Why This Cannot Be Another Deferred Reform

The argument for urgency extends well beyond the World Bank’s disbursement schedule. Pakistan’s debt sustainability trajectory — tenuous even under optimistic assumptions — is directly dependent on the fiscal consolidation the PRID is designed to underpin.

Pakistan’s debt-to-GDP ratio has been hovering in the range of 70–75 percent of GDP. The IMF has assessed Pakistan’s debt as sustainable but narrowly so, with sustainability conditional on continued revenue mobilization, expenditure quality improvements, and sustained primary surpluses. External financing needs remain large; the current account remains precarious. The IMF’s $7 billion Extended Fund Facility, approved in 2024, provides the immediate liquidity bridge — but the EFF’s own sustainability depends on structural reforms that go beyond quarterly conditionality targets.

The PRID’s statistical capacity objective — lifting Pakistan’s Statistical Performance Indicator score from 68 to 90 — is, in this context, not a bureaucratic footnote but a foundational requirement. Pakistan’s policy decisions, from provincial spending allocations to debt management to climate adaptation planning, are constrained by the weakness of its data ecosystem. Schools and primary healthcare facilities, as the World Bank has noted, often lack timely access to even their own budget allocations — in part because the financial management information systems that should track such flows remain incomplete. Improving statistical capacity is prerequisite infrastructure for everything else the PRID aspires to do.

The human capital dimension compounds the urgency. Pakistan’s Human Capital Index stands at 0.41 — meaning a Pakistani child born today can expect to reach only 41 percent of their potential productivity given current health and education outcomes. Approximately 40 percent of children under five suffer from stunting. Roughly 20 million children were out of school before the COVID pandemic. These are not abstract statistics; they represent the compound interest of fiscal inadequacy accumulating across generations. The PRID’s core logic — that higher-quality public resources, better deployed, can reduce stunting and learning poverty — is empirically sound. But it requires fiscal space that Pakistan can only generate through the very tax reforms now stalling.

The Regional Context: Falling Further Behind

A comparative lens makes Pakistan’s position more acute. India’s tax-to-GDP ratio, while itself debated as potentially underperforming relative to potential, operates in the 17–18 percent range — a level that provides Delhi with fiscal room for infrastructure investment, social protection, and countercyclical policy that Islamabad simply does not possess. Bangladesh, for all its own fiscal challenges at roughly 6.7–7.5 percent of GDP, is at least operating from a manufacturing export base that generates its own dynamic of formalization and compliance over time.

Pakistan is caught in an uncomfortable middle position: not so resource-constrained as to qualify for the most concessional development finance on pure poverty grounds, but not fiscally strong enough to mobilize domestic resources at the level its development needs require. The PRID is, in this sense, not just a World Bank lending instrument — it is an attempt to break a structural trap that has kept per capita income growth averaging only about 2.2 percent annually over the past two decades.

What Must Change: A Prescription for Donors and Islamabad Alike

The slow start of the PRID is not yet a crisis — PforR programmes frequently have gestation periods, and the programme’s results-based design means that disbursements will eventually require verified outcomes, not just administrative activity. But the pattern of delay is deeply familiar, and familiarity in this case is not comfort. Several changes in approach are essential.

For the Government of Pakistan:

First, the PC-1 processing must be treated as a political priority, not a bureaucratic formality. If the CDWP review cannot be expedited within weeks, it signals exactly the kind of implementation inertia that has historically derailed reform programmes. Finance Minister and the Prime Minister’s office need to exercise direct oversight.

Second, PMU positions must be filled rapidly with technically competent, institutionally credible professionals. The international experience from comparable PforR programmes — in Bangladesh, Kenya, Indonesia — consistently demonstrates that implementation quality correlates directly with the quality of the programme management team, not just the design of the programme document.

Third, the National Fiscal Pact must be operationalized beyond rhetoric. Federal-provincial coordination failures are the single most persistent implementation risk in the programme’s own risk assessment. This requires the establishment of a standing intergovernmental fiscal coordination mechanism — not occasional meetings, but a structured body with defined decision-rights, data-sharing protocols, and accountability to political principals at both levels.

Fourth, and most importantly: the government must choose structural over cosmetic. If tax expenditure reform produces only marginal rationalization of politically safe exemptions, if rightsizing produces rebranding rather than genuine elimination of redundant entities, and if agricultural income tax reform produces notional legislation with weak enforcement, the DLIs will eventually come under pressure. The temptation to present cosmetic compliance as genuine structural change has undermined Pakistani reform programmes repeatedly. The World Bank’s DLI verification process is more rigorous than past conditionality-based instruments, but it is not immune to creative compliance.

For the World Bank and Development Partners:

The bank’s results-based design is the right instrument for Pakistan — but technical design excellence must be paired with political intelligence. The World Bank’s in-country team needs to maintain continuous high-level engagement with both federal and provincial governments, not just on DLI verification but on the political economy of reform sequencing. Which exemptions can be eliminated in which budget cycle? Which rightsizing measures have coalition support? Which GST harmonization steps can be agreed between the FBR and the provincial revenue authorities without requiring legislative change?

The IMF’s parallel engagement through the EFF creates both a complication and an opportunity. The two institutions occasionally face coordination challenges — the IMF’s quarterly programme reviews create political incentives to demonstrate short-term compliance with revenue targets that can crowd out longer-term structural work. The World Bank needs to actively manage the sequencing of its PRID DLIs to complement rather than compete with IMF conditionality.

A Qualified Optimism: The Window Is Narrow, but Open

There is a version of this story that ends differently from Pakistan’s historical norm. Pakistan has, over the past eighteen months, demonstrated a genuine, if incomplete, capacity for macroeconomic adjustment — inflation has fallen from near-30 percent to single digits, the current account has stabilized, and foreign exchange reserves have improved. The government’s commitment to the IMF programme, sustained under real political pressure from the opposition and from the costs of adjustment for ordinary Pakistanis, deserves more credit than it typically receives in analyses focused solely on what has not been done.

The PRID’s multi-year, multi-phase architecture — with up to $1.35 billion in total financing over the MPA’s lifetime — is designed precisely to reward sustained commitment. Phase one can create the institutional infrastructure and demonstrate early wins; subsequent phases can scale what works. The programme’s focus on statistical capacity building, though unglamorous, will compound in its utility: better data enables better policy, and better policy enables better data. There is, in the PRID’s design, a virtuous cycle waiting to be initiated.

But that cycle requires ignition, and ignition requires exactly the political will that PC-1 delays and unfilled PMU positions suggest remains elusive. Pakistan’s reform window — held open by the IMF programme, the World Bank’s PRID, and a fragile but real macroeconomic stabilization — will not remain open indefinitely. The country’s 251 million citizens, 40 percent of whose under-five children are stunted, 20 million of whose children remain outside school, and whose per capita income has grown by only 2.2 percent annually for two decades, cannot afford another cycle in which ambitious reform blueprints collide with institutional inertia and emerge as documents of aspiration rather than instruments of change.

The PRID programme is not a mirage — not yet. It is, rather, a mirror: reflecting back the precise institutional capacities and political commitments that Pakistan will need to summon if it is to break, finally, the boom-bust cycle that has defined its economic history. Whether Islamabad chooses to look clearly into that mirror, or to avert its gaze, will determine not just the programme’s fate but the country’s trajectory for the decade ahead.

Key Reform Targets at a Glance: PRID Federal Programme

Indicator	Current Status	Programme Target	Risk Level
Tax-to-GDP Ratio	10.6% (FY25–26 est.)	15% by 2030	High
FBR Tax Shortfall FY26	~Rs. 428 bn deficit	Full collection	High
PC-1 Status	Under CDWP Review	Approved	Medium
Disbursement to Date	$0	$600M (federal)	Medium
PMU Staffing	Incomplete	Full capacity	Medium
GST Portal	Fragmented	Single unified	Substantial
Statistical Capacity (SPI)	68	90	Substantial
Power Subsidy Reform	Ongoing circulare debt ~Rs.4T	Rationalized	High
Overall Progress Rating	Moderately Satisfactory	Satisfactory	—
Overall Risk Rating	Substantial	Moderate	—

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Analysis

Strait of Hormuz 2026: Why Markets Still Don’t Trust It’s Open

Published

11 hours ago

July 11, 2026

Abdul Rahman

If you’ve followed headlines about the Strait of Hormuz over the past several months, you’d be forgiven for losing track of whether it’s actually open. That confusion isn’t a media failure — it genuinely has opened, closed, and reopened multiple times since the conflict began, and the pattern itself is the real story markets need to understand, far more than any single day’s price move.

A Timeline That Explains the Market’s Persistent Skepticism

The crisis began February 28, 2026, when US and Israeli military operations against Iran triggered Iranian retaliation, including drone, ballistic missile, and small-boat attacks on vessels attempting to transit the Strait (Brookings). By March 4, Iranian forces formally declared the Strait “closed.” Insurance for transiting vessels became unavailable or prohibitively expensive, and seafarers largely refused the journey — meaning the Strait was effectively shut even without a formal blockade in the technical sense (Brookings).

What followed was a genuinely chaotic sequence that explains why traders remain reluctant to fully price in a resolution even now. On April 9, there was no sign an earlier agreement to lift the blockade was actually being implemented — ships were once again prevented from passing. Abu Dhabi National Oil Company’s CEO confirmed the Strait remained closed despite an announced ceasefire, noting 230 loaded oil tankers were waiting inside the Gulf (Wikipedia — 2026 Strait of Hormuz crisis). On April 17, Iran’s foreign minister announced the Strait was open to all shipping — oil prices dropped 11% immediately following the announcement. The very next day, April 18, Iran closed it again, citing the US refusal to lift its own naval blockade in response.

Even the June 17 memorandum of understanding between Trump and Iranian President Masoud Pezeshkian to formally end the war and the blockades didn’t hold cleanly: on June 20, Iran said it had closed the Strait again, citing continued Israeli strikes in southern Lebanon as a violation of the broader ceasefire agreement — a claim the US military denied (Wikipedia). By June 27, the US Navy’s Joint Maritime Information Center announced a widened shipping route through the Strait near Oman, an action explicitly framed as challenging Iran’s control over the waterway rather than a clean bilateral resolution.

Why This Chokepoint Matters More Than Any Other Piece of Global Infrastructure

Approximately 20 million barrels of oil per day move through the Strait of Hormuz — roughly 20% of global seaborne oil trade and about 27% of the world’s maritime crude oil and petroleum product trade combined (Congressional Research Service). At its narrowest point, the Strait is just 33-34 kilometers wide, split into two unidirectional two-mile-wide shipping lanes separated by a two-mile buffer zone sitting entirely within Iranian and Omani territorial waters (Congressional Research Service).

Critically, no rerouting option exists that can replace this volume at comparable cost. An extended full closure would remove 17-21 million barrels from daily global supply against total world consumption of roughly 100 million barrels per day — a supply shock with no readily available substitute (Ziro Market).

The Damage Already Done, Even With Partial Reopening

The International Energy Agency characterized the disruption as the largest supply disruption in the history of the global oil market (Wikipedia — Economic impact of the 2026 Iran war). At peak conflict intensity in February-March 2026, Brent crude surged well above $120 per barrel. As ceasefire talks progressed through May and June, prices retreated significantly — falling to around $95-100 per barrel by early June, and briefly dipping to $78.24 per barrel by mid-June, the lowest level since March 3, before the framework agreement was formally signed (Al Jazeera).

But the ripple effects extend well beyond crude oil pricing. The Strait closure disrupted roughly 45% of global sulfur supply — critical for fertilizer production, copper industry metal leaching, and sulfuric acid manufacturing — and constrained helium supply, a commodity essential to semiconductor manufacturing (Wikipedia — Economic impact). Shipping companies including Maersk, CMA CGM, and Hapag-Lloyd suspended transits through the Strait and related routes like the Red Sea entirely, forcing rerouting around the Cape of Good Hope that added two to three weeks to journey times and increased per-shipment costs by 30-50% (Ziro Market).

Europe’s Quieter But Deeper Crisis

While oil price headlines dominated coverage, Europe faced an arguably more severe parallel crisis through the suspension of Qatari liquefied natural gas exports combined with the Strait closure — hitting at the worst possible moment, with European gas storage sitting at just 30% capacity following a harsh 2025-2026 winter. Dutch TTF gas benchmarks nearly doubled to over €60/MWh by mid-March (Wikipedia — Economic impact).

The European Central Bank responded by postponing planned interest rate reductions on March 19, simultaneously raising its 2026 inflation forecast and cutting GDP growth projections, with UK inflation specifically projected to breach 5% during 2026. Chemical and steel manufacturers across the UK and EU imposed surcharges of up to 30% to offset surging electricity costs, and the ECB explicitly warned that a prolonged conflict risked pushing major energy-dependent economies, including Germany and Italy, into technical recession by year-end.

Why OPEC+ Couldn’t Simply Fill the Gap

A natural question is why Saudi Arabia and the UAE — the two largest Gulf Cooperation Council producers with meaningful spare capacity — didn’t simply increase output to compensate. The answer is logistical rather than a lack of willingness: the Strait closure itself limited their ability to actually export any increased production volumes, even when pumping more oil, because the export bottleneck was the same chokepoint causing the broader crisis (Ziro Market). Total OPEC country production fell more than 30% since the start of the war, and the region’s spare capacity — the traditional shock absorber for global oil markets — proved largely irrelevant when the actual export route itself was under attack (Brookings).

US shale producers, meanwhile, responded more slowly to the price signal than historical patterns would predict. Rig counts stayed largely steady through April 2026, though well-completion activity in the Permian Basin did rise roughly 20% over several weeks as previously drilled wells came into production — still below pre-pandemic activity levels overall (Brookings).

The Market Is Still Pricing a Discount for Uncertainty, and Analysts Say That’s Correct

Vandana Hari, founder of Singapore-based Vanda Insights, offered perhaps the most useful framing for understanding current market behavior: crude’s slide following the memorandum of understanding is “entirely sentiment-driven,” with markets front-running the prospective reopening and likely pricing in a best-case scenario for normalized flows — meaning potential hiccups, from logistics to renewed geopolitical tensions, aren’t being adequately factored in (Al Jazeera).

Given the actual track record — multiple announced reopenings followed by renewed closures throughout April and June — that skepticism looks well-founded rather than excessive.

What This Means for Businesses and Investors Going Forward

For companies with Gulf-dependent supply chains: Treat any single reopening announcement as provisional rather than a genuine all-clear, given the pattern of reversals throughout the spring. Maintaining rerouting contingency plans and insurance flexibility remains prudent even after formal ceasefire signings.

For inflation-sensitive investors and central bank watchers: The relationship Ziro Market’s analysis highlights is worth internalizing directly: whether oil settles near $80-85 (supporting rate cuts, lower CPI, stronger oil-importing currencies) or spikes back toward $120 (elevated inflation, delayed rate cuts) functions as a genuine macro regime switch — not a marginal input, but potentially the single largest swing factor for 2026 global monetary policy.

For commodity-exposed sectors beyond energy: The sulfur, fertilizer, and helium supply disruptions are underappreciated second-order effects that specifically hit agriculture and semiconductor manufacturing — sectors not typically associated with Middle East conflict risk but directly exposed through this specific chokepoint.

The Bottom Line

The Strait of Hormuz crisis of 2026 has been less a single supply shock than a recurring pattern of partial resolutions and renewed disruptions, and that pattern itself is the most important thing for markets and businesses to understand going forward. Prices have retreated substantially from their conflict-peak highs, and the June 17 memorandum of understanding represents genuine diplomatic progress. But given that the Strait has been declared “open” and then closed again multiple times within the same several-week windows, treating the current relative calm as a durable resolution — rather than the latest phase in an ongoing negotiation — would be a mistake that both markets and policymakers seem determined not to repeat.

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AI

AI Capex Bubble 2026: The Hidden $662B Debt Nobody Reports

Published

11 hours ago

July 11, 2026

Abdul Rahman

Every earnings season now brings a fresh wave of headlines about hyperscaler AI capital expenditure hitting a new record. The “big four” — Amazon, Microsoft, Alphabet, and Meta — are on track to spend roughly $725 billion combined in 2026, a 77% jump from the $410 billion deployed in 2025 (UnboxFuture). That number gets reported constantly. What almost nobody is reporting with the same prominence is a separate figure that may matter more: roughly $662 billion in data center lease commitments that hyperscalers have already signed but not yet begun — obligations that currently sit entirely off balance sheet.

Why the Off-Balance-Sheet Number Changes the Whole Picture

Under GAAP accounting rules governing when a lease “commences,” these signed-but-not-started commitments don’t appear in the capital expenditure figures analysts and investors typically scrutinize when assessing hyperscaler financial health. According to reporting citing Moody’s early-2026 analysis, this shadow liability is larger than the combined on-balance-sheet debt of the same companies (Anomaly Investments).

That detail matters enormously for one specific argument AI infrastructure bulls have relied on: the claim that this buildout is being conservatively self-funded from operating cash flow rather than risky leverage. Once the full picture of committed-but-unrecognized obligations is accounted for, that defense becomes much harder to sustain.

The Debt Is Already Showing Up, Not Just Theoretical

This isn’t a purely hypothetical concern about future liabilities. Big tech companies have already issued more than $100 billion of bonds in 2026 specifically to help fund AI capital expenditure, and investors have responded by demanding record levels of protection against potential defaults through credit default swaps — essentially insurance policies against bond default (IEEE ComSoc).

Individual company examples illustrate the shift toward leverage: Oracle issued an $18 billion bond specifically tied to its data center expansion; CoreWeave secured a $2.6 billion loan alongside a $1.75 billion bond package; and OpenAI and Oracle reportedly entered into a $100 billion vendor financing arrangement (Anomaly Investments). At Amazon specifically, capital expenditure over the trailing twelve months has reached $151 billion — a figure that now exceeds the company’s entire operating cash flow, pushing free cash flow into negative territory.

The Depreciation Assumption Almost No Coverage Questions

Here’s an angle genuinely underexplored across most financial media: the depreciation schedules hyperscalers use for AI hardware assume a five-to-six-year useful life. But given how rapidly GPU generations are turning over and how intensively AI workloads are pushing hardware utilization, critics argue the real economic life of this equipment is closer to two to three years. That gap between assumed and actual depreciation is estimated to understate true asset depletion by roughly $176 billion between 2026 and 2028 alone — a figure that grows as accelerating token consumption pushes hardware utilization beyond the assumptions built into current depreciation schedules (Anomaly Investments).

Layered on top of that is the energy cost curve: running the current roughly 30-gigawatt installed base of AI infrastructure costs approximately $27 billion annually today, but that figure is projected to climb to between $45 and $90 billion per year as capacity scales toward 2029 — and crucially, these are first charges against revenue, not optional or deferrable costs.

The Revenue Gap: Who’s Actually Paying for All This?

The most commonly cited justification for the capex surge is that the pure-play AI vendors — OpenAI, Anthropic, and others — represent a massive and rapidly growing revenue opportunity. The reality is more nuanced. OpenAI’s roughly $20 billion annualized revenue run rate, while genuinely impressive for a company with barely any consumer products three years ago, represents only about 3% of projected 2026 hyperscaler capex. Anthropic’s roughly $9 billion run rate, despite showing 9x year-over-year growth, occupies a similarly small share. The entire cohort of pure-play AI vendors combined — including Cohere, Mistral, Perplexity, and others — likely accounts for less than $35 billion in projected combined 2026 revenue against a hyperscaler capex figure exceeding $700 billion (Futurum Group).

That gap is the crux of the bubble debate: hyperscalers are betting the infrastructure will ultimately serve enterprise adoption and their own AI services broadly, not just third-party AI vendor revenue — but that bet requires enterprise AI monetization to arrive at a scale that, as of mid-2026, remains largely unproven outside of code generation and basic customer service automation.

The Skeptic’s Case, From Inside Goldman Sachs Itself

The most prominent voice of institutional skepticism doesn’t come from an outside critic — it comes from within Goldman Sachs itself. Jim Covello, the bank’s Head of Global Equity Research, has consistently argued the economics of the generative AI transition are fundamentally flawed, stating in mid-2026 that the industry has moved “further away” from justifying the scale of capital expenditure compared to two years prior (UnboxFuture). Covello has specifically flagged circular capital flows between cloud providers and AI startups — where hyperscalers invest in AI companies that then spend that same capital purchasing compute from those same hyperscalers — as a red flag reminiscent of vendor financing patterns seen in the dot-com era.

The valuation comparison to that era is explicit and increasingly common among strategists: US technology and AI equities carry EV/EBITDA multiples near 25x, close to historical extremes and above the telecom valuations that preceded the 2000 dot-com peak. More specifically, capex is currently expanding roughly 46 percentage points faster than revenue growth — a gap that exceeds the 32-point divergence observed during the 2001 telecom excess cycle (Allianz Research). Separately, Bank of America strategists have pointed out that AI stock concentration has reached levels matching prior bubble peaks, with the “AI Big 10” (Nvidia, Microsoft, Alphabet, Amazon, Meta, Apple, Tesla, Broadcom, Micron, and AMD) now making up 41% of the S&P 500 — comparable to the concentration of tech and telecom stocks during the actual dot-com bubble (Yahoo Finance).

The Bull Case Isn’t Naive Either

It would be inaccurate to frame this purely as informed skeptics versus blind enthusiasm. Goldman Sachs’ own broader research (distinct from Covello’s individual view) models roughly $7.6 trillion in cumulative AI capital expenditure between 2026 and 2031, built on the expectation that token consumption will increase 24-fold by 2030, driven largely by enterprise AI agents becoming embedded in production workflows rather than remaining experimental (Sesame Disk / Goldman commentary). Microsoft has disclosed an $80 billion backlog of Azure orders it currently cannot fulfill due to power constraints — genuine evidence that demand, at least for existing capacity, is outpacing even the current aggressive build-out pace (Futurum Group).

Leverage levels also remain more conservative than headlines suggest in absolute terms: the top five US capex providers reported a combined $385 billion in debt at the end of 2025, with leverage ratios still roughly 20% below the “high spender” cohort from the 2000 dot-com peak, according to Allianz Research analysis — meaning rising debt levels are a trend worth monitoring closely, not yet an acute crisis.

What Happens If the Bubble Skeptics Are Right

Historical infrastructure cycles offer a specific and somewhat counterintuitive lesson: the investors who fund the initial frenzied build-out phase rarely capture the long-term rewards. If the AI capex cycle follows the pattern of the 1998-2001 fiber optic buildout, hyperscalers may eventually be forced to write down the value of data centers and GPUs purchased at today’s prices and utilization assumptions. But that collapse in computing costs, paradoxically, could pave the way for a new generation of leaner, genuinely profitable software companies to build on top of the resulting cheap, overbuilt infrastructure — much as fiber-optic overbuild eventually enabled the 2000s streaming and cloud computing boom, even after the original telecom investors were wiped out.

What This Means for Investors and Businesses

For equity investors, the practical signal to watch isn’t the headline capex number — it’s the widening gap between capex growth and revenue growth, and whether that gap begins narrowing through 2027 as enterprise adoption either accelerates or disappoints. For businesses evaluating AI vendor relationships, the circular-financing pattern flagged by Covello is worth diligence: understanding whether an AI vendor’s revenue depends partly on capital originally supplied by the same hyperscaler providing its compute is a legitimate red flag for assessing that vendor’s underlying financial independence. For fixed-income investors, the rising credit default swap pricing on hyperscaler-linked debt is itself a market signal worth tracking as an early indicator of shifting sentiment, independent of equity price action.

The Bottom Line

The AI infrastructure buildout genuinely is the largest corporate capital expenditure cycle in recorded history, and it’s happening for real, defensible reasons tied to a genuine technology shift. But the debate over whether it constitutes a bubble isn’t really about whether AI technology is useful — it’s about whether the timing of returns can keep pace with public equity markets’ patience, and whether the $662 billion in off-balance-sheet lease commitments, aggressive depreciation assumptions, and circular vendor financing arrangements represent manageable financial engineering or the early architecture of a genuinely serious correction. Both cases have real evidence behind them. What’s clear is that the headline capex figure everyone quotes is no longer the most important number in this story.

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Markets & Finance

Gold Overtakes US Treasuries in Reserves: What It Means

Published

11 hours ago

July 11, 2026

Abdul Rahman

Most gold coverage in 2026 has fixated on the price chart — the spectacular run from roughly $2,633 an ounce at the start of the year to fresh record highs above $5,400 by mid-year (Intellectia). That’s a legitimate story. But it’s not the most important one. The more consequential shift is structural, not seasonal: gold has overtaken US Treasuries as the largest share of global central bank reserves for the first time in three decades (BlackRock).

That’s not a headline about a commodity rally. It’s a headline about the architecture of the global monetary system quietly shifting under everyone’s feet.

The Trigger Most Coverage Undersells

The pivotal moment behind this shift traces back to 2022, when roughly $300 billion of Russian central bank foreign exchange reserves were frozen as part of international sanctions following the invasion of Ukraine (ISA Bullion). For reserve managers around the world — not just in Russia — that event functioned as a wake-up call: dollar-denominated assets held abroad are not unconditionally safe from geopolitical sanctions risk. Gold, by contrast, carries no counterparty risk; nobody can freeze a gold bar sitting in a country’s own vault.

That single realization has reshaped reserve management strategy globally. Central bank gold purchases averaged 225 tonnes per quarter between 2021 and 2025 — roughly double the pace seen from 2016 to 2020 (J.P. Morgan Global Research). BRICS+ nations now hold 17.4% of global gold reserves, up sharply from just 11.2% in 2019 (ISA Bullion).

Who’s Actually Buying, and Why the List Matters

Poland has been the standout accumulator, adding 20.2 tonnes in February 2026 alone, another 11.2 tonnes in March, and 14 tonnes in April — extending a rapid buildup that has added more than 360 tonnes to its reserves since 2023 (BestBrokers). China’s central bank maintained consecutive monthly gold purchases for 19 straight months through May 2026, even though much of this buying goes officially unreported to the IMF — analysts widely believe the People’s Bank of China continues accumulating gold “off the books” (ISA Bullion).

China’s motivation appears explicitly strategic rather than opportunistic. Chinese net gold imports jumped to 317 tonnes in the first quarter of 2026 alone — nearly triple the prior quarter — while the People’s Bank of China’s own reported purchases accelerated from roughly one tonne per month through February to eight tonnes in April (J.P. Morgan Global Research). J.P. Morgan’s own analysts frame this as part of a long-term Chinese project to build gold reserves as a foundation for establishing the renminbi as a credible alternative reserve currency.

A World Gold Council survey found a striking 95% of central banks expect to increase their gold holdings in 2026, up from 81% in 2024 and just 52% in 2021 — a trajectory showing accelerating, not plateauing, institutional conviction (BlackRock).

The Part of the Story Most Coverage Misses: Not Everyone Is Buying

Here’s an angle that gets consistently underplayed: this isn’t a uniform global stampede into gold. Several countries, including Singapore, Jordan, Mexico, and the Solomon Islands, actually reduced their gold reserves in 2025 — Singapore in particular emerged as a notable seller, likely driven by portfolio rebalancing decisions and a desire to realize gains after gold’s historic surge, rather than any lack of confidence in the metal (BestBrokers). Germany, for its part, has reduced its gold holdings every year since at least 2002, though its 2024 sale of just 1.1 tonnes was the smallest annual reduction on record.

This nuance matters for anyone trying to build a genuinely accurate picture: the de-dollarization and gold-accumulation trend is heavily concentrated among specific emerging-market and non-aligned economies — not a universal central bank consensus. Understanding which countries are buying and why is more analytically useful than simply citing an aggregate global purchasing figure.

Where Forecasts Diverge — And Why the Spread Is So Wide

Institutional price forecasts for gold currently show a genuinely unusual spread. J.P. Morgan projects gold reaching $6,000 an ounce by the end of 2026, and potentially $6,300 by the end of 2027 (J.P. Morgan Global Research). Morgan Stanley’s more conservative 2026 forecast sits at $4,400 an ounce (Morgan Stanley), while State Street projects a range of $4,750 to $5,500, and DWS targets $5,400 by mid-2027 (Discovery Alert).

A spread exceeding $1,500 per ounce between the most bullish and most conservative institutional forecasts reflects a genuine, unresolved analytical disagreement — not just differing house styles. The bull case rests on the idea that central bank reserve diversification represents a structural, policy-level shift rather than opportunistic market timing, making it fundamentally different from prior gold cycles driven mainly by retail or momentum investors. The more cautious case notes that gold’s roughly 245% rally from September 2022 to January 2026 is the largest percentage advance in modern gold market history — and historically, rallies of that magnitude have eventually triggered significant, multi-year corrections (Discovery Alert).

The Under-Discussed New Buyer: Stablecoin Issuers

One of the least-covered developments in this entire gold story is the emergence of stablecoin issuers as a genuinely new category of gold demand. As crypto markets have matured, some stablecoin issuers have begun holding gold as part of their reserve backing strategy — a development BlackRock specifically flags as part of the “early stages” of a new demand wave that also includes central banks and the broader AI infrastructure buildout’s effect on institutional portfolio hedging behavior (BlackRock).

What This Means for Different Audiences

For everyday investors: Gold ETPs still make up only about 0.17% of total US private financial assets, remaining well below prior peaks seen in the early 2010s, while private wealth gold allocations globally sit roughly 50% below levels seen a decade ago (BlackRock). That suggests meaningful room for incremental Western retail and institutional demand to grow, even after the current rally, if the structural de-dollarization narrative continues to gain mainstream acceptance.

For businesses managing currency exposure: The scale and persistence of central bank gold buying is one of several signals (alongside Fed communication policy changes and fiscal deficit concerns) suggesting continued structural pressure on the US dollar’s long-term reserve currency dominance — a trend worth factoring into multi-year currency hedging strategies rather than treating as a short-term news cycle.

For portfolio allocators: The unusually wide spread between institutional forecasts is itself useful information — it suggests treating any single gold price target as a scenario input rather than a confident base case, and sizing gold allocations based on its role as a portfolio diversifier and inflation/geopolitical hedge rather than as a directional price bet.

The Bottom Line

The gold price chart is the story most people are watching. The reserve-composition shift is the story that actually matters for the long-term structure of global finance. Gold surpassing US Treasuries as the largest share of central bank reserves for the first time since 1996 is a genuinely historic threshold — one triggered specifically by the 2022 Russian asset freeze and now sustained by a broad, if uneven, cohort of emerging-market central banks pursuing deliberate de-dollarization strategies. Whether the price keeps climbing toward J.P. Morgan’s $6,000 target or cools toward Morgan Stanley’s more conservative range matters less, in the long run, than the structural fact that the world’s reserve managers have permanently changed how they think about gold’s role in the global financial system.