The Political Economy of Corruption: How Social Democracy Became the Engine of Decay

 

In a world of uncertainty, no one knows the correct answer to the problems we confront and no one therefore can, in effect, maximize profits.  The society that permits the maximum generation of trials will be the most likely to solve problems through time (a familiar argument of Hayek, 1960).  Adaptive efficiency, therefore, provides the incentives to encourage the development of decentralized decision-making processes that will allow societies to maximize the efforts required to explore alternative ways of solving problems—Douglass North 

In this issue

The Political Economy of Corruption: How Social Democracy Became the Engine of Decay 

Part I: How Social Democracy Sows the Seeds of Corruption

IA. Corruption Starts with the Electoral Process

IB. Public Choice Theory and Barangay Projects: Microcosm of the National Rent Machine

IC. A Caveat: Between System and Choice

ID. Dynasties, and the Patron–Client Trap, From Adaptive to Extractive Efficiency

IE. Goodhart’s Law and the Metric Illusion: Governance by the Numbers

IF. The Limited Access Orders: Elite Stability Through Controlled Competition

IG. The Financialization of Patronage

IH. Ochlocratic Democracy and the Squid Game Parable

II. The Tragic Paradox of Philippine Social Democracy

Part II: The Political Economy of Corruption

IIA. The Pandora’s Box of Public Spending

IIB. The Fiscal Mirage: Bigger Budgets, Shrinking Revenues

IIC. The Economic Undercurrent: A Slowdown Beneath the Noise

IID. The Policy Backlash: Easy Money Meets Fiscal Decay

IIE. The Mirage of Deficit-to-GDP Ratio: When Optics Replace Substance

IIF. The Mirage of Prudence: Debt, Deception, and the Ochlocratic State

Part III: Conclusion: The Final Drift: From Rent-Seeking to Crisis 

The Political Economy of Corruption: How Social Democracy Became the Engine of Decay 

From ballot to budget, the Philippine political economy drifted from progress to patronage—where fiscal populism and elite collusion sustain the illusion of democracy 

Part I: How Social Democracy Sows the Seeds of Corruption 

IA. Corruption Starts with the Electoral Process

Figure 1

Corruption begins not in backroom deals—but at the ballot box. 

How much does a candidate spend to get elected? 

While formal spending limits exist under law, field estimates and media-monitoring data reveal that actual campaign expenditures, especially at the national level, reach hundreds of millions to billions of pesos. In urban settings, Barangay officials reportedly spend upwards of Php 500,000, city councilors tens of millions, and candidates for national seats billions. (Figure 1) (see reference) 

Given their modest stipends, what motivates them and their backers to pour in such vast sums? Patriotism? Or the expectation of returns—through power, access, and extraction? 

IB. Public Choice Theory and Barangay Projects: Microcosm of the National Rent Machine 

Here, Public Choice Theory—or as the late Economist James Buchanan artfully defined it—"politics without romance," strips away the illusion of altruistic politics. (see reference) 

Elections, far from being contests of ideals, are investments in rent-seeking. Politicians rationally pursue interventions—public works, subsidies, welfare programs—that expand budgets and open opportunities for returns. 

Barangay officials, for instance, may build health centers or basketball courts to tout “accomplishments,” while pocketing funds through overpricing, commissions, or other channels within their networks. 

At the grassroots, popular barangay projects—covered courts, health stations, road repairs—serve dual purposes: visible service and invisible extraction. These projects justify budget allocations while enabling leakage through padded contracts and favored suppliers. The barangay becomes a microcosm of the national rent machine. 

That is, the larger the government’s footprint, the larger the potential rents.

Fiscal expansion is often framed as developmental necessity. In reality, it’s a mechanism for rent distribution. More projects mean more contracts, more intermediaries, more leakage—and most importantly, more VOTES.

Politicians push for interventions not to solve problems, but to create extractive opportunities and extend their tenure.

IC. A Caveat: Between System and Choice

As a caveat, while the seeds of corruption are sown in the electoral system—where incentives reward control, manipulation, and extraction through patron–client ties and dependency-building programs—individual agency still matters. Not all who enter the system succumb to its temptations.

We must resist the fallacy of division: the idea that because the system is corrupt, every actor within it must be. While many—or even most—may exploit the structure, others attempt to navigate it with integrity, often at great personal and political cost.

Moreover, corruption is not monolithic. Its degree, visibility, and method vary:

• At the barangay level, corruption may be more modest—petty overpricing, padded logistics, or informal commissions.
• At the national level, it scales. Many officials may not directly pocket funds from projects. Instead, some exploit indirect mechanisms—through layered corporate networks, proxy ownerships, and business interests within their jurisdictions.

In such cases, transparency tools like the SALN (Statement of Assets, Liabilities, and Net Worth)—while symbolically important—often remain cosmetic. They measure disclosure, not control. As such, they are easily gamed, rarely enforced, and structurally blind to the artifice of legally structured beneficial ownership. 

ID. Dynasties, and the Patron–Client Trap, From Adaptive to Extractive Efficiency

Over time, this incentive structure breeds dynastic entrenchment. Voters become dependent on welfare, contracts, and subsidies—reinforcing the very system that sustains them.

Political families consolidate control over access to state resources, while bureaucracies serve as vehicles for loyalty rather than performance.

Here, Douglass North’s concept of adaptive efficiency becomes central. In healthy societies, innovation and problem-solving emerge through decentralized experimentation—allowing multiple actors to test ideas and learn over time.

But in a captured social democracy, decision-making becomes centralized, risk-averse, and politically motivated.

Instead of adaptive efficiency, the system evolves toward extractive efficiency—maximizing rent extraction rather than problem-solving. Every “reform” becomes another opportunity for patronage. 

IE. Goodhart’s Law and the Metric Illusion: Governance by the Numbers 

When a measure becomes a target, it ceases to be a good measure. 

Goodhart’s Law explains why governance quality erodes: once developmental indicators—poverty reduction, infrastructure spending, digitalization—become political targets, they cease to measure real progress.

Politicians and bureaucracies chase metrics, not meaning. Budgets swell to create the optics of success, even as institutional capacity stagnates. 

Despite headline growth, nearly half of Filipino families still identify as poor, and hunger rates remain stubbornly high—underscoring the dissonance between GDP triumphalism and lived reality. 

The logic of numbers has replaced the logic of outcomes. For instance, infrastructure becomes a scoreboard; social amelioration, a campaign metric. 

What cannot be measured—quality of life—disappears from governance priorities. 

IF. The Limited Access Orders: Elite Stability Through Controlled Competition 

North, Wallis, and Weingast’s framework of Limited Access Orders capture this equilibrium. In such systems, elites maintain stability by controlling access to political and economic privileges. Violence is contained not through rule of law, but through negotiated rents among dominant coalitions. 

Competition—whether electoral or market—is not eliminated, but managed to prevent instability. 

In the Philippine context, the political economy resembles a cartel: quasi-competition among elites crowds out MSMEs through the BSP’s easy-money regime and the regulatory state. 

Access to capital, permits, and protection is rationed—not by merit, but by proximity to power. 

The ruling oligarchy—masquerading as democratic elites—justifies this concentration through the promise of trickle-down prosperity. Anchored on a record-high savings-investment gap, the benefits rarely diffuse. They consolidate, reinforcing privilege and power. 

Corruption, then, is not a malfunction. It is the stabilizing mechanism of the political order. Public works and welfare programs distribute rents downward to maintain consent, and upward to preserve privilege. 

IG. The Financialization of Patronage 

The BSP’s easy-money regime acts as the lubricant of this system. Cheap credit, monetized deficits, and liquidity injections sustain the illusion of prosperity. Fiscal populism flourishes, financing both vote-buying and elite projects under the banner of “inclusive growth.”

Figure 2

Yet as public debt expands (Php 17.468 trillion in August) and private credit is crowded out (Bank compliance of MSME lending share 4.59%), efficiency dissipates, innovation recedes, and systemic risk mounts. (Figure 2, upper image)

The same elites who dominate politics now dominate finance—transforming competition into collusion. What began as political capture of budgets has evolved into financial capture of capital. Bank’s net claims on central government (NCoCG) reached Php 5.445 trillion or 31% of public debt, last August. (Figure 2, lower graph)

However, elite finance no longer thrives on production, but on asset transfers anchored in debt—rent extraction by other means.

IH. Ochlocratic Democracy and the Squid Game Parable

Social democracy becomes a shell—democratic in ritual, oligarchic in practice. Elections legitimize extraction. The state grows as both employer and benefactor. Bureaucracies serve dynasties. Welfare becomes vote collateral.

Philippine politics drifts toward ochlocracy—where collective dependency replaces civic reason, and politics becomes an auction of favors.

In the popular Korean drama Squid Game, participants vote democratically on whether to continue the deadly contest. It’s a grim parody of ochlocratic democracy—where the masses “choose” within a system they cannot change, while elites watch from above, entertained by their struggle.

Philippine politics mirrors this cruel symmetry: voters play the game of elections, but the rules—and the rewards—belong to the few who own the arena.

This is the tragedy of ochlocratic democracy: people mistake participation for power, and choice for change.

II. The Tragic Paradox of Philippine Social Democracy

The paradox is tragic. Social democracy began as an ideal of empowerment, but its penchant for populist collectivism and institutional capture devolved into systemic dependency. It rewards extraction over experimentation, and loyalty over learning and entrepreneurship.

As North warned, prosperity depends not on good intentions or efficient markets, but on institutions that foster experimentation, decentralization, and accountability. When these vanish, societies lose their adaptive capacity—and settle into the stability of decay. 

That decay now finds fiscal expression. 

The controversial 2025 national budget, packed with pork-laden projects, confidential allocations, and populist welfare programs, does not represent governance—it exposes social democracy’s rent-distribution paradigm.

It is the modern stage of our own Squid Game democracy: grand spending justified by social ideals, yet orchestrated to consolidate power. The next step forward is not reform in name, but reckoning in structure.

Part II: The Political Economy of Corruption

IIA. The Pandora’s Box of Public Spending 

The opening of the public spending Pandora’s Box exposes the government’s MIDAS touch—except that what it touches doesn’t turn into gold but corruption. From overpricing to kickbacks, bribery to ghost projects, and more, allegations of improprieties have emerged not only in flood control programs but also across farm-to-market roads, election platforms, healthcare centers, the DICT’s WiFi subscription services, LTO license plates, and more yet to come. 

The iceberg unravels. 

We recently wrote: 

Authorities hope for three things: 

• That time will dull public anger
• That the probe’s outcome satisfies public appetite
• That new controversies bury the scandal

But history warns us: corruption follows a Whac-a-Mole dynamic—until it hits a tipping point.

Here is what we missed. 

In a striking inversion of democratic logic, the Philippine Navy’s recent warning—that public outrage over flood control failures may expose the nation to foreign propaganda—reveals a deeper institutional reflex: the impulse to reframe civic dissent as geopolitical vulnerability. 

The narrative is shifting: from corruption to propaganda, from domestic failure to foreign destabilization. In this alchemy of blame, scandal becomes sovereignty, and criticism becomes treason. 

The Thirty-Six Stratagems offer an apt lens: “Let the enemy’s own spy sow discord in his own camp.” When power is cornered, it conjures enemies to restore cohesion—sowing the seeds of conflict, via diversion, to preserve its own survival. 

By invoking the specter of foreign interference, the regime deflects attention from systemic rot to imagined threats, weaponizing patriotism against dissent. 

Yet one must ask: is the Philippine military also attempting to obscure internal corruption within its own agency? 

IIB. The Fiscal Mirage: Bigger Budgets, Shrinking Revenues

Figure 3

Despite the domino trail of corruption being exposed, political authorities recently passed the 2026 budget of Php 6.793 trillion—up from this year’s enacted Php 6.326 trillion. Though this marks a 7.4% increase, it rose by Php 467 billion from last year, the fourth highest ever. (Figure 3, topmost chart) 

The House of Representatives even increased its allocation by Php 10 billion. 

However, the Bureau of the Treasury quietly revised the 2025 expenditure target downward—from Php 6.326 trillion to Php 6.082 trillion—likely after realizing it had overestimated non-tax revenue projections. 

All things equal, this translates to an 11.7% increase or ₱711 billion, the largest peso expansion in Philippine fiscal history. 

While actual spending this year may fall below the enacted budget, history suggests it will still exceed the revised target. 

In any case, because corruption is often framed in binary terms—black or white, good or evil—the 2026 budget signals that the establishment expects the scandal to breeze over and the good times to continue. 

This echoes Aldous Huxley’s warning:

That men do not learn very much from the lessons of history is the most important of all the lessons of history. 

IIC. The Economic Undercurrent: A Slowdown Beneath the Noise 

While the September Php 248.1 billion deficit was reported as having narrowed from last year—due to a 7.5% decline in expenditures amid DPWH embroilment— few noted that public revenues also fell by 5.99%. 

Yes, tax revenues grew: BIR up 4.74% YoY, BoC up 5.25%. But non-tax revenues collapsed by 65.8%. 

The quarterly and year-to-date numbers reveal a broader slowdown: (Figure and Table 3, middle and lower windows) 

Q3 2025: -3.22% revenues, +4.47% tax revenues (BIR +4.87%, BoC +3.297%), non-tax -48.24%

Q3 2024: +16.95% revenues, +11.7% tax revenues (BIR +14.7%, BoC +3.61%), non-tax +61.7%

9M 2025: +2.2% revenues, +8.6% tax revenues (BIR +10.9%, BoC +1.6%), non-tax -34.7%

9M 2024: +16.04% revenues, +10.6% tax revenues (BIR +12.73%, BoC +4.6%), non-tax +62.85% 

The bottom line: where revenues are conditioned on economic performance and administrative capacity, the Q3 slowdown signals deeper economic weakening—dragging down the 9M performance. The GDP leads tax collections. 

Yet, the public barely realizes that the economy is tacitly emaciating, while the corruption scandal, which partly curtailed spending, exacerbates the decline.

Figure 4

Despite the September contraction in public spending, 9M YoY growth slipped from 11.6% in 2024 to 5.2% in 2025. Still, public spending hit an all-time high of Php 4.484 trillion. Figure 4, topmost visual) 

As a result, the 9-month deficit swelled to Php 1.117 trillion—just 1.92% or Php 21.85 billion shy of the historic Php 1.139 trillion budget gap during the pandemic recession year of 2021 —an astounding fiscal gap without a recession. (Figure 4, middle diagram) 

A massive pandemic-sized fiscal backstop without a crisis—what is the government not telling the public? 

IID. The Policy Backlash: Easy Money Meets Fiscal Decay 

One might add: all this unfolds amid the BSP’s easing cycle—marked by interest rate and RRR cuts, plus a doubling of deposit insurance. 

All told, the economy now reels from the unintended consequences of overlapping policies:

• Bank-financed asset bubbles,
• Crowding-out of private credit,
• The soft USD-peg, and
• Implicit backstops for bank balance sheets. 

Together, these reinforce malinvestments that distort both fiscal and monetary stability. 

Once again, from our September post (bold original): 

Many large firms are structurally tied to public projects, and the economy’s current momentum leans heavily on credit-fueled activity rather than organic productivity. 

Curtailing infrastructure outlays, even temporarily, risks puncturing GDP optics and exposing the private sector’s underlying weakness. 

Or if infrastructure spending is curtailed or delayed, growth slows and tax revenues fall—VAT, corporate, and income tax collections all weaken when economic activity contracts. 

This means the deficit doesn’t necessarily shrink despite spending restraint; the “fiscal hole” may, in fact, widen—imperiling fiscal stability and setting the stage for a potential fiscal shock. 

The irony is stark: efforts to contain corruption by tightening spending could deepen the very gap they aim to close.

This means that an extended softening of GDP entails a much higher deficit-to-GDP ratio—recently adjusted to 5.5% for 2025.

Crucially, few realize that further slippage in this ratio amplifies the risk of a fiscal shock—a scenario no longer theoretical but increasingly imminent.

IIE. The Mirage of Deficit-to-GDP Ratio: When Optics Replace Substance 

Yet what policymakers increasingly celebrate as "fiscal discipline" may in fact be a statistical mirage. 

The narrowing of the deficit-to-GDP ratio, often paraded as proof of resilience, conceals deeper structural decay beneath the surface. (Figure 4, lowest chart) 

For while nominal figures appear stable, the underlying engine of growth—real production, capital formation, and household income—has been hollowing out. The economy’s apparent balance is not born of strength, but of accounting illusion. 

The obsession with deficit-to-GDP optics reveals how politicians and bureaucrats chase statistical benchmarks—or what I call as ‘benchmark-ism’—over structural integrity. As the ratio falls—even while real GDP softens—authorities infer that deeper deficits carry little cost. 

Numerically, the ratio implies GDP is outperforming the deficit, either through faster nominal growth or slower deficit expansion. But this dissonance masks a dangerous illusion: debt-financed deficits now comprise a substantial and growing share of GDP. 

The economy’s rising dependency on public spending, funded by mounting debt, creates a fragile equilibrium. 

Once the extraction and redistribution mechanism weakens—manifesting as a sharp GDP decline—the ratio could spike violently. 

In all, the falling deficit-to-GDP ratio conceals the economy’s eroding capacity to absorb and repay debt. It’s not a sign of resilience, but a warning of latent fragility. 

IIF. The Mirage of Prudence: Debt, Deception, and the Ochlocratic State 

This leads us to debt. 

Media and authorities entertain us with a dramatic 71.1% plunge in BSP-approved FX borrowings in Q3 2025, projecting an image of fiscal prudence and stability. 

Officials attribute the slowdown to the “frontloading” of offshore financing earlier in the year. 

Yet BSP approved $12.28 billion in the first 9 months of 2025—up 16.1% from $10.58 billion in the same period last year. For context, BSP approved $13.8 billion for the full year 2024. 

What they fail to highlight is that the Q3 deficit—among the largest on record—pushed the 9-month shortfall to 2021 levels. This demands financing. The data suggests BSP either shifted operations through banks, reclassified borrowings via accounting gymnastics, or pivoted to peso-denominated debt.

Figure 5

What BSP’s data shows supports this view. In August, banks’ net foreign assets surged 45% year-on-year, while the BSP’s claims rose by a mere 0.7%. This divergence indicates a clear shift in FX borrowing and asset buildup from the BSP and national government toward the banking sector. (Figure 5, topmost graph) 

In effect, external leverage didn’t disappear—it was privatized, migrating into bank balance sheets where it escapes fiscal scrutiny but magnifies systemic risk. 

However, financing did slow in September, marking a second consecutive decline. This pulled 9-month financing back to 2024 levels, implying a slowdown in national debt growth—even as deficits soared past last year’s. Again, this hints at rescheduling maneuvers or creative fiscal accounting. (Figure 5, middle pane) 

We saw a similar pattern with amortization. Media and consensus proudly cited a debt financing slowdown in 1H 2025. But analyzing the June deficit, we surmised in August that this reflected one or more of the following: Scheduling choices, prepayments in 2024 and political aversion to public backlash 

Amortizations resurfaced by August, and September data reinforced the rebound. 

More strikingly, interest payments surged 15.4% in September, pushing their 9-month share of expenditures to 14.85%—the highest since 2009. (Figure 5, lowest graph)

Figure 6

Combined, amortization and interest payments in the first 9 months of 2025 already exceed 2023’s annual totals and sit just 7.5% below 2024’s all-time high— with a full quarter remaining! (Figure 6, upper chart) 

Meanwhile, foreign-denominated debt servicing fell 35% in September—its fourth straight monthly decline and the largest yet. This pulled its 9-month share of total debt servicing down from 21.04% in 2024 to 19.7% in 2025. (Figure 6, lower image) 

What’s apparent is a deliberate effort to paint macro stability by suppressing FX loan exposure. 

But in doing so, even if a fiscal shock doesn’t erupt in 2025, its shadow has: the pullback in FX loans weakens BSP’s structural defenses for its ‘soft peg’ regime. 

Finally, while we view the deficit-to-GDP ratio as a flawed metric, its relevance to consensus sentiment remains. A shock could send USD/PHP soaring, stocks plummeting, inflation spiking, rates rocketing and the economy stumbling—a chain reaction born of fiscal manipulation disguised as discipline. 

Part III: Conclusion: The Final Drift: From Rent-Seeking to Crisis 

The current flood control scandal reaffirms the lessons of the EDSA I and II Revolutions: corruption is not a binary, black-and-white event underwritten by good or bad ethics, but a symptom of a broader, deeper, and entrenched political-economic pathology called social democracy—where elections are treated as opportunities to gain both political capital and economic power through tenure-based rent-seeking. 

Thus, the systemic drift deepens toward free lunch policies—protecting the interests of a privileged few, while masking them as welfare interventions for the many. These “trickle-down” redistributions, in practice, breed dependence and disincentivize productivity. 

Intervention begets intervention, as every maladjustment and distortion calls forth another. 

As of this writing, the Philippine leadership has ordered a 50% cut in construction material prices while previously imposing both price ceilings on rice (MSRP and the “20-peso rollout”), and recently, price floors on palay farmgate prices.

Each measure deepens the drift toward centralization or socialism. 

The entropic consequences of the ochlocratic–social democratic regime are now manifesting even in embellished government data—suggesting that worsening conditions can no longer be shielded by the gaming and manipulation of marketplace and statistics (GDP, CPI, fiscal deficit, and debt among the most politically sensitive). 

The more the state intervenes to sustain the illusion of stability, the faster its underlying contradictions compound. 

The emergence of deeply seated corruption amid an ongoing economic slowdown exposes not only the late-cycle phase transition—but also Kindleberger’s drift toward the age of swindles, fraud, and defalcation. 

In the end, because both political and economic structures are ideological and self-reinforcing, reform from within is improbable. 

The deepening economic and financial imbalances will not resolve through policy, but will ventilate through a crisis—again the lessons of the post-1983 debt restructuring of EDSA I and the post-Asian Financial Crisis of EDSA II. 

____ 

References 

Based on legal caps under RA 8370 and RA 7166 and independent estimates (PCIJ, Inquirer, SunStar), actual campaign spending in competitive areas far exceeds statutory limits.

Prudent Investor Newsletters, The Philippine Flood Control Scandal: Systemic Failure and Central Bank Complicity, Substack, October 05, 2025 

Prudent Investor Newsletters, When Free Lunch Politics Meets Fiscal Reality: Lessons from the DPWH Flood Control Scandal, Substack, September 07, 2025 

Prudent Investor Newsletters, June 2025 Deficit: A Countdown to Fiscal Shock, Substack, August 03, 2025

 

Which Is the Black Swan for the Philippines: The Big One or War?

 

Never think that war, no matter how necessary, nor how justified, is not a crime—Ernest Hemingway 

In this issue: 

Which Is the Black Swan for the Philippines: The Big One or War?

Part 1. Thesis: Nature: The Big One

1A. The Wittgenstein Trap

1B. Between Tectonics and Politics

Part 2. Anti-Thesis: Human Action: Man-Made Disasters

2A. Brewing Crisis: Second ‘Ayungin’ Thomas Shoal Incident

2B. Chinese 36 Stratagems in Action

2C. Escalation Beyond the Shoals

2D. The Root of War: Human Action

2E. Thai-Cambodia Border Clash and Thai’s Domestic Policy Fissure

2F. Fatalities: Wars Eclipse Earthquakes

2G. Unknown Unknowns-Black Swan Event: The Final Trigger

Part 3. Synthesis: Nature’s Convulsions vs. Man-Made Catastrophes

3A. The Human Trigger

3B. The Shape of Future Wars and the Grey Swan

3C. War Economies and Systemic Fragility

3D. Conclusion: The Shape of the Next Black Swan

 

Which Is the Black Swan for the Philippines: The Big One or War? 

Nature versus human action—which would happen first, and which would be deadlier?

Part 1. Thesis: Nature: The Big One 

A string of significant earthquakes—magnitude 5 and above—has recently shaken the Philippines.

Figure 1 

From Cebu’s 6.9 (September 30) to Davao Oriental’s 7.4 (October 10), to Negros Occidental and Zambales’s 5.1 (October 11), to Surigao del Sur’s 6.0 (October 11), to Surigao del Norte’s 6.2 (October 17) and to Ilocos Norte’s 5.2 (October 17), the tremors have been relentless and have drawn public anxiety. Both Cebu and Davao Oriental continue to record over a thousand aftershocks. (Figure 1) 

Despite denying possible interconnections among these tremors, officials and media have begun to promote the likelihood of "The Big One" in the National Capital Region—a 7.2-magnitude quake expected to “bring catastrophic destruction” to Metro Manila. 

The Philippine Institute of Volcanology and Seismology (PHIVOLCS) bases its forecast or hazard assessments on the West Valley Fault’s recurrence interval of 400–600 years, suggesting that “its next movement may possibly happen earlier or later than 2058.”

A Japan International Cooperation Agency (JICA) study further estimates that The Big One could result in 33,500 fatalities and 113,600 injuries.

Adding to the anxiety is talk of a “Culebra Event,” coined by independent researcher Brent Dmitruk, describing a potential chain reaction of earthquakes triggered by tectonic stress transfer across fault systems—like a slithering snake (culebra in Spanish). Though unsupported by mainstream seismology, the idea captures public fear that defies conventional models and timelines.

The Philippines, of course, is no stranger to major quakes and has endured two major quakes in modern history:

The Moro Gulf Earthquake (August 17, 1976, magnitude 8.1) near Mindanao and Sulu caused 5,000–8,000 deaths, from both quake and tsunami.

The 1990 Luzon Earthquake (July 16,1990. magnitude 7.8) centered in Rizal, Nueva Ecija, killed 1,621 and injured 3,500, destroying buildings even in Metro Manila—though fatalities in the NCR were limited to three.

First, these events show that even the strongest recorded quakes—occurring decades ago and in poorer eras—produced casualties below 10,000.

Second, with today’s supposed technological advances, stricter building codes, and a “wealthier” economy, it is doubtful that "The Big One" would match JICA’s apocalyptic estimates—unless the quake’s magnitude or duration exceeds historical precedents.

Third, when PHIVOLCS says it may occur "earlier or later than 2058," it essentially admits ignorance or uncertainty, dressed up as science. The 400–600-year interval is a broad statistical range—based on paleoseismic trenching data—not a clock.  

If the Big One hits in 2058 or later, many of us won’t be around to validate the prophecy—unless futurist Ray Kurzweil’s “Singularity” delivers on its promise to merge machine intelligence and humanity in the quest for immortality.

Fourth, earthquake prediction remains closer to numerical choreography than precise science.

As Wikipedia notes: “After a critical review of the scientific literature, the International Commission on Earthquake Forecasting for Civil Protection (ICEF) concluded in 2011 that there was considerable room for methodological improvements. Many reported precursors are contradictory, lack measurable amplitude, or are unsuitable for rigorous statistical evaluation." 

Even behavioral studies of animals as predictors have failed to establish reliability—no constants, no reproducibility. 

As Wikipedia notes, many earthquake ‘predictions’ are remembered only when they appear to hit — a textbook case of selection bias. In reality, misses vanish quietly into obscurity, while lucky coincidences are framed as scientific foresight. 

To date, no model has achieved reproducible accuracy in predicting the exact timing, magnitude, or location of a major quake—anywhere in the world. 

1A. The Wittgenstein Trap 

Seen through Wittgenstein’s Ruler (as applied by Nassim Taleb): 

Unless you have confidence in the ruler’s reliability, if you use a ruler to measure a table, you may also be using the table to measure the ruler. 

Applied here, government agencies present statistical intervals as confidence. If a quake happens within the range, it validates neither the model nor the state—it only confirms that earthquakes happen eventually.

If it doesn’t, the model isn’t falsified—it’s simply "extended." 

Duh! 

That’s the Wittgenstein trap: the model (the ruler) is never truly tested by reality (the table). Every outcome is reinterpreted to preserve authority. 

The likelihood that earthquake models hit their prediction—timing, location, and magnitude—is effectively near zero. 

Their utility lies not in prophecy but in policy: infrastructure codes, disaster preparedness, funding and others. More importantly, the political need to manage fear. 

Keep this in mind, the "Big One" may eventually occur—but whether it happens as predicted is almost entirely coincidental. 

And when it does, its qualitative effects are likely to depart significantly from the scenarios sold to the public by official experts. 

1B. Between Tectonics and Politics

Figure 2

Earlier, we proposed in our October 10 post on X.com that these seismic episodes may be “coincidental geologically, yet symbolically it feels as though the ground beneath us—literally, institutionally, and metaphorically—is shifting.”  (Figure 2) 

That remark, written amid an unfolding corruption probe, captured a deeper truth: instability in governance mirrors instability in nature. Both release pressures accumulated over time—one through tectonic strain, the other through moral decay—manifesting as eroding trust, public fatigue, and cynicism toward those meant to uphold order. 

Thus, the “Big One” is not merely a geological prophecy but an allegory for a state under pressure, its faults widening both underground and within. Economic tectonics—liquidity cycles, capital migrations, and policy misalignments—converge with political fault lines, creating a landscape where what is called “resilience” may simply be the calm before the rupture. 

For while nature’s tremors follow blind physics, the greater danger lies in human volition—where pride, fear, and miscalculation can unleash catastrophes far deadlier than any fault line. 

The next rupture may not come from the earth, but from the choices of men. 

Part 2. Anti-Thesis: Human Action: Man-Made Disasters

Figure 3

2A. Brewing Crisis: Second ‘Ayungin’ Thomas Shoal Incident

While the heebie-jeebies over “The Big One” and other earthquakes often grip the public, a more insidious tremor unfolds daily in the South China Sea. Media reports chronicle near-constant confrontations between China’s military and Philippine forces: Chinese jets tailing Philippine Coast Guard aircraft over Bajo de Masinloc, warships aiming lasers at Filipino fishermen, and water cannons battering resupply missions to contested shoals. (Figure3) 

The Second ‘Ayungin’ Thomas Shoal incident on June 17, 2024 marked one of the most volatile flashpoints in recent years. 

During a resupply mission to the BRP Sierra Madre—a grounded WWII-era vessel serving as a Philippine outpost—China Coast Guard (CCG) personnel rammed, boarded, and wielded machetes and axes against Philippine Navy boats. The skirmish left several Filipino personnel injured, one severely. Some officials described it as a “near act of war.” 

Even prior to this, China’s repeated use of water cannons had already prompted warnings that a Filipino fatality could trigger the 1951 U.S.–Philippines Mutual Defense Treaty (MDT). 

Still, officials refrained from escalating the matter, citing the absence of firearms—an example of legal technicalities serving as political veneer. 

But let’s be candid: this "restraint" was not a purely local decision. 

The United States, already deeply entangled in the Russia–Ukraine war and the Israel–Palestine–Hezbollah–Iran conflict, has been supplying arms, intelligence, logistics, funding and etc., across multiple theaters, likely sought to avoid opening another front with China. With its strategic bandwidth stretched thin, Washington may have quietly signaled Manila to stand down, avoiding direct escalation with Beijing. 

2B. Chinese 36 Stratagems in Action 

China’s tactical behavior in the South China Sea mirrors or aligns with several of the Thirty Six Stratagems, a classical Chinese playbook for deception and maneuver: 

1. Beat the grass to startle the snake – China’s repeated use of water cannons, laser targeting, and close flybys—especially when Philippine vessels are accompanied by media or U.S. observers—serves as deliberate provocation to test: 

A) Philippine resolve and limits under Marcos Jr.’s more assertive maritime stance; 

B) U.S. response thresholds under the 1951 Mutual Defense Treaty—will Washington truly go to war for Manila or is this just posturing? 

C) Sphere of Influence: Test ASEAN’s cohesion, identifying weak links, wavering partners, and potential recruits for Chinese influence 

2. Sacrifice the plum tree to preserve the peach tree – Accept small losses to secure larger strategic interests. China may tolerate reputational costs (international condemnation, legal rebukes) to maintain de facto control of contested waters and normalize its presence. 

3 Make a sound in the east, then strike in the west – Create diversions to mask true objectives. While public attention centers on high-profile flashpoints like Second Thomas Shoal, China quietly fortifies other positions such as the Paracel, (Subi Reef) Spratly Islands and Luconia Shoals, expanding influence with minimal resistance U.S. Army Pacific. 

There are more, but we opted to limit it to these. 

2C. Escalation Beyond the Shoals 

Philippine leadership has also amplified its rhetoric on Taiwan, signaling a shift from territorial defense to strategic alignment with U.S. interests. Defense Secretary Gilberto Teodoro’s visit to Mavulis Island, the northernmost Philippine outpost near Taiwan, was interpreted by Beijing as a provocative move. 

The United States, for its part, has accelerated its military buildup in the Philippines—provoking sharp responses from Beijing. 

• MRC Typhon: Mid-Range missile platform capable of launching SM-6 and nuclear capable Tomahawk missiles 
• NMESIS: Anti-ship missile system
• MADIS: Air defense system designed to counter drones and aerial threats 

These deployments have drawn sharp rebukes from China, which views them as encirclement. 

2D. The Root of War: Human Action 

While wars may have complex causation, their ignition essentially boils down to human action—impulse, emotion, pride, ambition, ideology, faith, fear or the pursuit of power. 

Figure 4 

Whether it’s:

• Mythic provocation (Helen of Troy)
• Territorial hunger (Lebensraum)
• Political culture (Bushido, Spartan honor)
• Ideological clash (nationalism, communism, democracy)
• Faith and doctrine (religious wars)
• Oppression and independence (colonial revolts) 

…each war is a man-made disaster, often more devastating than nature’s fiercest convulsions. (Figure 4) 

Again, history’s wars are rarely accidents of circumstance; they are the culmination of deliberate human choices, ambitions, and fears. Each cause—territorial, ideological, or psychological—reflects a particular configuration of human action under pressure 

2E. Thai-Cambodia Border Clash and Thai’s Domestic Policy Fissure 

Take the recent case of the Thai–Cambodia border clashes, which erupted on July 24, 2025, and lasted five days. The conflict resulted in 38 confirmed deaths, over 300,000 civilians displaced, and dozens injured. A U.S.–China–ASEAN-brokered ceasefire was reached on July 28 in Putrajaya, Malaysia, though violations were reported within days.

While tensions trace back to colonial-era boundary ambiguities—notably the Franco-Siamese Treaties of 1904 and 1907—the immediate trigger was political destabilization in Thailand. A leaked phone call between Prime Minister Paetongtarn Shinawatra and Khleang Huot, Deputy Governor of Phnom Penh, exposed internal rifts between Thailand’s civilian leadership and its military establishment. The fallout led to Paetongtarn’s ouster, which reportedly emboldened the Thai military, escalating border hostilities and complicating diplomatic restraint. 

This episode exemplifies how domestic political fractures—especially civil-military dissonance—can act as a proximate cause of war, even when historical grievances simmer in the background. 

Although the engagement occurred without the direct involvement of superpowers, the casualties, displacement, and property damage were almost comparable to those from a major earthquake. 

2F. Fatalities: Wars Eclipse Earthquakes 

But this is a mere tremor compared to the tectonic toll of modern wars. In the Russia–Ukraine conflict and the Israel–Palestine–Hezbollah–Iran escalation, aggregate casualties have surged into the tens of thousands, with entire cities reduced to rubble and economies hollowed out. 

Zooming out, the 20th century offers even starker metrics:

• World War I: ~20 million deaths
• World War II: ~60–85 million deaths (approximately 500,000 to 1 million Filipinos perished)
• Korean War: ~3 million deaths
• Vietnam War: ~2–3 million deaths

 These are not just numbers.  Wars inflict far greater devastation on society—its people, its social fabric, capital, financial and economic wellbeing—than most natural disasters. 

2G. Unknown Unknowns-Black Swan Event: The Final Trigger 

Former U.S. Defense Secretary Donald Rumsfeld, defending the absence of evidence linking Iraq to weapons of mass destruction, famously invoked the concept of “unknown unknowns”—the things we don’t know we don’t know. 

In many ways, Black Swan events fall under this same category. They share three defining traits: they are unpredictable, highly improbable, and extremely consequential—whether catastrophic or transformative. 

Part 3. Synthesis: Nature’s Convulsions vs. Man-Made Catastrophes 

The fault lies not in our stars, but in ourselves—Shakespeare (Julius Caesar) 

Geological cycles and seismic displacements will inevitably occur—whether tomorrow, next year, or within our lifetime. But despite their scientific veneer, no current technology can predict their timing or magnitude with precision. And when framed within historical context, their feared impact may be less apocalyptic than media portrayals suggest. 

Still, situational awareness and preparedness should remain a universal goal—to prevent one from becoming a collateral of what Nature or Providence may unleash. 

3A. The Human Trigger 

By contrast, wars are man-made disasters—often triggered not by grand strategy, but by accidents, miscalculations, and misinterpretations, all fueled by human frailties. The daily confrontations in the South China Sea could easily escalate into a bilateral kinetic engagement, like the Thai–Cambodia or India–Pakistan border clashes.

Should escalation occur—and if the Philippines invokes the 1951 Mutual Defense Treaty with the United States—the world could awaken to the unthinkable: a third world war. This is not hyperbole—it’s a structurally plausible outcome.

And this could happen anytime. As long as belligerence dominates bilateral policy, the spark could ignite today, tomorrow, next week, or a year from now. The extent of destruction remains deeply unknown—dependent on the nature and scale of warfare employed.

3B. The Shape of Future Wars and the Grey Swan

Unlike World War II, which pursued territorial conquest, modern warfare is more strategic than expansive. In the Russia–Ukraine war, occupation has largely focused on Donetsk and Luhansk —ethnically Russian regions—with limited push toward Kyiv. In contrast, the Israel–Middle East conflict may reflect ambitions for a Greater Israel, with broader territorial implications.

Yet the Philippine public remains benumbed—desensitized by repetition and diversion, dulled by inertia. This jaded reaction blinds us to escalation, even when its architecture is already in place.

It’s not a Black Swan—it’s a Grey Swan: known, possible, but broadly discounted. 

3C. War Economies and Systemic Fragility 

Meanwhile, internal economic fragilities mirror these geopolitical tensions.

Figure 5 

The war economies of Thailand and the Philippines have been among the worst-performing Asian stock markets in 2025, down -8.97% and -6.73% year-to-date, respectively (as of October 17). Though internal fragility remains the primary concern, this also suggests that geopolitical tensions have contributed to the erosion of investor confidence. 

Despite global equities reaching record highs amid easy-money policies and the weak dollar, these two “war economies” remain laggards. 

If liquidity tightens globally, could leaders resort to military conflict—a survival mechanism cloaked in patriotism— as a means to divert public attention from political economic entropy? 

That’s our Black Swan. 

War is conscious cruelty compounded over time—the most preventable catastrophe, yet the one that most often eclipses nature’s fiercest convulsions.

3D. Conclusion: The Shape of the Next Black Swan 

In the end, both earthquakes and wars spring from ruptures—one from the shifting of tectonic plates, the other from the collision of human wills. The former is inevitable, a law of Nature; the latter is avoidable, yet repeatedly chosen. 

One humbles man before forces beyond comprehension; the other exposes the peril of his own hubris. Between Providence and pride lies the fragile equilibrium of civilization. Whether the next Black Swan rises from the earth’s crust or from the depths of human ambition, its impact will test not our technology, but our wisdom—our ability to foresee, restrain, and prepare before the unthinkable unfolds.