Thursday, February 27, 2025

Government is Just Versailles Without the Wigs

You know you love a good power play. And no one plays the game better than the ones who pretend they aren’t playing at all. But don’t be fooled, dear reader—your city council meeting is just a masquerade ball with worse outfits and fewer chandeliers. The etiquette? As rigid as a corset. The power dynamics? As delicate as a powdered wig in a rainstorm. And the irony? Absolutely decadent.

From Mirrored Halls to Conference Calls
Back in the days of Versailles, everything was a performance. Who walked in first? Who sat closest to the king? Who got the honor of holding his candle at bedtime? Status wasn’t just implied—it was choreographed, rehearsed, and executed like the most elaborate play. And in your local government?

We all know this meeting isn’t about ‘public engagement.’ It’s about making it look like public engagement happened. Smile for the minutes. It’s protocol, darling. And just like in Louis XIV’s court, knowing your place is the difference between influence and irrelevance.

The Crown, But Business Casual
Versailles ran on flattery. One perfectly timed compliment could elevate a nobleman’s career, while a single misstep (like, say, wearing the wrong color) could send them into exile. Fast-forward to now, and city officials are still masters of the art—except instead of lace cuffs, they wear Golden Goose sneakers, because nothing says 'I understand working-class struggles' like pre-scuffed $500 footwear.

Political endorsements? Love letters disguised as policy talk. Even the routine “great leadership” emails between staffers are just 18th-century court poetry in Arial font. The flattery may be subtle, but make no mistake-it's still a game, and the key to winning is knowing when to say just enough.

"Let Them Cut Ribbons"
Ah, the grandeur of Versailles. The silk. The gold. The feasts. And what was it all hiding? A crumbling economic system and a very angry, very hungry working class. But why acknowledge problems when you can just… throw another extravagant event?

Your local government is no different. Ribbon-cutting ceremonies, grand economic forecasts, sleek PowerPoint presentations—these are the modern versions of Versailles' masked balls. Your city might be drowning in budget deficits, but as long as there’s a well-lit groundbreaking photo op, the illusion of prosperity remains intact. Until, of course, the bill comes due.

Local Government, But Make it Gossip Girl
The nobility of Versailles was so lost in its own rituals that it failed to see the revolution knocking at the gates. Sound familiar?

City leaders dismiss discontent as “misinformation” until it turns into a full-blown crisis-all while your handpicked leadership quietly reinforces the status quo. And much like the courtiers of old, they don’t realize they’ve lost control until the metaphorical guillotine is being wheeled out.

No Crown, No Throne, Just Vested Interests
And just like in Versailles, the players who think they secured their dynasty always forget the one thing they can't control: the audience is watching. And when the illusion shatters, the downfall isn’t just inevitable—it’s colorful.

So sit back, grab some popcorn (or a croissant), and enjoy the show. Because if history has proven anything, it’s that no court—royal or municipal-outlasts its own delusions. 

XOXO… you know who.


*this is satire. any resemblance to bureaucratic nonsense is purely coincidental 

Wednesday, February 26, 2025

Forbes 500 of Disappearing Texas Ecosystems

For about a year I have been wrestling with an equation that could identify the TRUE worth of ecosystems, without the artificial inflation caused by extractive industries, government subsidies, and short-term exploitation.

Why Focus on the Blackland Prairie?
Texas has no shortage of endangered ecosystems, the Blackland Prairie is personal. I grew up on this land. George Strait writes country songs about this land. It's a disappearing relic, paved over for another concrete dream. 

But this isn't a eulogy-its a calculation. This isn't for the visualizers, the ones who think in colorful landscapes and geometric beauty. This is for the non-visualizers, the ones who think in equations, balance sheets, and returns on investments. The ones who prefer money over trees.

Originally covering about 12 million acres, today less than 1% remains statewide, fragmented into small patches. San Antonio's portion includes 175,000 acres of Blackland Prairie, which accounted for about 56% of the city's total land area (GIS ESRI-rough estimate). However, the exact amount that remains within San Antonio today is uncertain, as no comprehensive survey has been conducted to confirm the current acreage.

ArcGIS. Pink blob signifies the Blackland Prairie in San Antonio. 2025.

The Blackland Prairie sits directly in the path of urban expansion, yet there are no safeguards that price in its ecological worth. That’s why it serves as a test case for rethinking how we value land, particularly rare and irreplaceable ecosystems found.

Addressing Missing Data
One major challenge in assessing the economic and ecological worth of Blackland Prairie is data inconsistency and lack of transparency. The city’s building permit records, which should reflect declared land valuation, are incomplete for recent years.
San Antonio has not consistently recorded land valuation data in its development permits, making it impossible to track how ecosystem-rich land is being financially assessed...if at all. šŸ˜³

Why this should matter to you:
  • Without valuation data, taxpayers can't track how much land is worth or how much revenue the city should be collecting.
  • It hides real economic impact of development.
  • It could allow land to be underpriced or misrepresented in financial reports.
Given these data gaps, my analysis relies on secondary sources, environmental research, and economic valuation models to estimate a true(er) value of remaining Blackland Prairie. 

The Blackland Prairie Market Failure – What’s It Actually Worth?
Using a combination of hedonic pricing models, Bayesian inference, and logistic decay projections, I estimate the real economic value of the Blackland Prairie land that remains in San Antonio.

 1. The Extinction Forecast
Using a logistic decay model, the forecasted remaining Blackland Prairie within San
Antonio will be at f
unctional loss in ~75 years. If development rates accelerate this timeline shrinks dramatically, potentially within a few decades.

Trends in Large-Scale Developments City of San Antonio Open Data. 2025

One of the most striking findings from this San Antonio development permit analysis is that the curve suggests acceleration and a non-organic increase in permit approvals and applications over time, which is unusual unless theres an external driving force.

2. A True(er) Market Valuation E³VF Formula 
Or, as I like to call it, the Exponential Ecological Economic Valuation because i'm fancy. 

Current land pricing completely ignores ecological value, so to correct for that:
E3VF= (Sā‚™+ HR) x I x e^s / EV

Where:
  • Sā‚™ (Sustainable Net Worth): $5,000 per acre per year (carbon sequestration, flood control, soil health)
  • HR (Health ROI): $2,000 per acre per year (mental, physical, and psychological health benefits)
  • EV (Extinction Volatility): 5% annual risk of ecosystem collapse
  • I (Intrinsic Factor): 1.5 multiplier (cultural, historical, and ecological significance)
  • S (Scarcity Factor): 1.2 (to reflect the extreme rarity)

Applying these values:

E3VF= (5000 + 2000) X 1.5 X e^1.2

             0.05

                                          E3VF ≈ (140,000) x 1.5 x 3.32

                                          E3VF ≈ $697,680 per acre

3. Comparing Market Price vs. True(er) Value
Final Estimate of Blackland Prairie in San Antonio:

Total Estimated Remaining Prairie: 14,399 acres
Protected Prairie (Conservation Easements): ~2,880 acres
Unprotected Prairie with High-Quality Soil: ~6,912 acres
Total Prairie Loss from Historical Extent: ~91%
Percentage of All Remaining Blackland Prairie in Texas Located in San Antonio: ~12%
Percentage of the Original Blackland Prairie That Still Exists in San Antonio: ~8.23%

4. What Would Buyers Pay for This Land?
  • Current market price for suburban development: $132,300 per acre ($3.04 per sq ft)
  • Current market price for multi-use development: $198,450 per acre ($4.55 per sq ft)
  • Bayesian-adjusted price considering rarity and soil value: $219,036 per acre ($5.03 per sq ft)
  • Revised True Economic Value $766,947 per acre ($17.62 per sq ft)

What This Means

  1. Blackland Prairie land is being sold at a fraction of its true(er) value.
  2. If the last 14,399 acres were properly valued based on ecological worth, scarcity, and true market adjustments, they would be worth $10 billion.
  3. If the 14,399 acres of Blackland Prairie were sold at a typical suburban development rate ($132,300 per acre) they would be worth $1.9 billion.
  4. This pricing failure benefits buyers who enter at low price, rely on structural appreciation, and externalize environmental losses to taxpayers.
SOOO To Conclude
While San Antonio's Blackland Prairie holds a true economic value of $17 per sq foot, undeveloped land in San Fransisco averages $165 per sq ft. Even in Austin, TX the average price per acre is $460k which is about $10 per sq ft, highlighting how undervalued San Antonio's ecologically rare land truly is. If scarcity were properly priced, the last remnants of Blackland Prairie would be nearly untouchable. Heres an underutilized opportunity to actually use scarcity as the driving price gauge. 

I get being on sale every once in a while, but San Antonio was on clearance its whole life. Yall never priced nature like the irreplaceable asset it is-and lost the very thing that makes you proud to be from Texas.

Although there could be another theory, what if land value is inversely correlated with resource self-sufficiency?


Tuesday, December 17, 2024

Invisible Capital: A Story of Wages, Trust, and Etiquette

Invisible Capital: A Story of Wages, Trust, and Etiquette—What Could Be

in·vis·i·ble cap·i·tal (noun)

  1. Definition:
    The hidden currency of trust, respect, and social norms that sustains economies, societies, and relationships. It includes the unspoken agreements that systems will operate with fairness, dignity, and mutual benefit, often reflected through equitable wages, transparent policies, and empathy-driven leadership.

  2. Usage in Context:
    "When Invisible Capital erodes—through inequality, distrust, and stagnating wages—systems crumble, just as they did in Marie Antoinette's France."

If Invisible Capital were cake, we’d all still be starving. šŸ°

It begins, as these things often do, with a city full of potential. San Antonio—a place blessed with skilled workers, abundant resources, and an economy brimming with possibility. On paper, it’s a dream. The numbers tell us this city should be thriving. Instead, wages trickle down like crumbs from a table set for kings, and the basic etiquette of economic fairness is long forgotten.

Imagine a worker—let’s call her Sofia. She wakes up before dawn in her small home on the edge of the city. She’s good at her job—really good. She builds, fixes, welds, or maybe she staffs a busy floor, answering phones with the kind of patience that takes years to master. She doesn’t complain, but when the paycheck comes, it barely covers rent. Groceries? Maybe if she skips eating out… again. Savings? Forget it.

San Antonio’s GDP is $182.1 billion (Federal Reserve, 2023). Split evenly, each household would earn $335,500 annually and, per capita, $125,990. But Sofia doesn’t see that. What she sees is her paycheck: $59,593 if she’s lucky. Sofia’s productivity is high, her contributions immense, but the system—the people deciding who gets paid and how much—treat her Invisible Capital as worthless.

She trusts her employer, the economy, the system… until she doesn’t. And when trust collapses, things unravel quickly.

Act I: The Wages That Build Cities—and the Etiquette That Sustains Them

Once upon a time, there was another place where trust eroded. It had palaces, gowns embroidered with gold, and bread… or at least bread for the privileged few. The workers, the people who made the city run, found themselves staring into bakery windows, asking: Why are we starving when we built the oven?

Marie Antoinette’s court had visible capital—the gold, the jewels, the opulence—but it lacked Invisible Capital. She misunderstood the basic etiquette of leadership: respect for the people who sustain your system. Her failure wasn’t just ignoring bread prices; it was ignoring the fundamental courtesy of listening, empathizing, and acting in good faith. Invisible Capital is etiquette in action—a social contract that keeps the economy humane.

Math Moment: Bread, Wages, and the Fragility of Trust

In 1788, a loaf of bread cost nearly 50% of a French worker’s daily wage. Bread wasn’t just food; it was survival. As prices soared and wages stagnated, the invisible contract between the monarchy and the people collapsed. Henry George described this fracture as “an immense wedge driven through society” (Progress and Poverty). That wedge—inequality—soon split the system in two.

Historical Breakdown:

  • Daily Wage (1788): ~30 sous

  • Price of Bread: ~15 sous

Modern Parallels:

EraKey Statistic
1788 FranceBread = 50% of daily wage
2024 U.S.Bottom 50% = 2% of total wealth
2024 U.S. Top 1%Control 40% of total wealth

Bayesian Model: Predicting Wage Redistribution Outcomes

To move from inequity to equity, we can model wage redistribution using Bayesian probability:

Let P(W|GDP) represent the probability of fair wages (W) given total GDP.

Bayesian Formula:

                            P(W|GDP)= P(GDP|W)P(W) / P(GDP)

Where:

  • P(W|GDP) = probability of fair wages given the total GDP

  • P(W) = prior probability of wage fairness (current wage distribution data)

  • P(GDP|W) = likelihood of redistributing GDP equitably based on productivity

  • P(GDP) = total GDP as observed (e.g., $182.1 billion in San Antonio)

This formula highlights that if wealth is equitably redistributed based on workers' productivity, the probability of wage fairness (P(W|GDP)) significantly increases—a future where Sofia’s pay reflects her labor.

Act II: What Happens When Trust and Etiquette Break?

San Antonio isn’t Versailles, but the warning signs are there. Workers like Sofia contribute more than ever, but their wages don’t reflect it. Confidence—the foundation of trust—is fraying.

As Akerlof and Shiller argue in Animal Spirits, human emotion—particularly confidence—drives economies. When workers lose trust that hard work leads to fair pay, they stop investing in the system.

Trust, much like bread in 1788, becomes too costly to sustain. Systems become brittle. Invisible Capital collapses.

Act III: The San Antonio That Could Be

Picture this: Sofia’s wages reflect her productivity. She’s not just surviving; she’s thriving. She buys local, invests in her future, and her kids get a chance to dream bigger. Multiply Sofia by thousands, and the city transforms.

Modern Math Moment:

Worker productivity in the U.S. has increased by 250% since 1970, yet wages have grown by only 44%. The gap between what workers produce and what they are paid continues to widen, and this is not a coincidence- it's by design. If wages had grown in line with productivity, the economic picture for families like Sofia's would look drastically different. 

If wages were tied to productivity:

Wage Growth Formula:

Where:

  • W_{current} = current wage

  • P_{growth} = productivity growth (e.g., 250%)

  • W_{growth} = wage stagnation rate (e.g, 44%)

If applied in San Antonio, median wages could quadruple, moving from $59,593 to levels that align with economic growth and respect workers' contributions. The wealth exists- it simply isn't shared.

Act IV: Etiquette for the Modern Economy—Rebuilding Trust

Emily Post said it best: “True etiquette is about creating environments where everyone feels valued.” The economy works when people—all people—are respected. Invisible Capital grows when:

  1. Wages Reflect Productivity: Workers’ efforts must tie directly to economic outcomes.

  2. Policies Redistribute Wealth: Incentives for wage fairness ensure Invisible Capital flows, not stagnates.

  3. Transparent Systems: Open pay scales build trust.

EF Schumacher’s Wisdom: Systems must serve people, not the other way around. Fairness is efficiency.

Conclusion: Redistribute Trust, Not Just Wealth

Marie Antoinette ignored the fragility of trust, and we all know how that turned out. Today, inequality threatens the same collapse. Piketty warns us that extreme inequality destabilizes systems, eroding the trust economies rely upon.

But here’s the opportunity: Trust and respect are not finite. Like Invisible Capital, they grow when shared—through fair wages, empathy-driven policies, and systems designed for people.

Trust is earned. Wages reflect respect. Invisible Capital grows when shared.

The math is simple. The etiquette is clear. The question isn’t whether San Antonio can afford this. The question is whether it will.