Exactly. And that's actually the deeper problem — the social framing of Jim Crow has dominated so completely that the economic mechanics are almost invisible in public discourse.

Most Americans, including most Black Americans, understand Jim Crow primarily as:

  • Segregation — separate water fountains, schools, buses
  • Humiliation — the daily indignity of second-class citizenship
  • Violence — lynching, terrorism, police brutality
  • Disenfranchisement — voting suppression

All of that is true and important. But it frames the harm as social and dignitary — which implies the correction is also social: integration, equal treatment, representation, anti-discrimination law. Civil Rights legislation addresses that framing almost perfectly.

What it doesn't capture is that Jim Crow was simultaneously a wealth extraction and accumulation prevention machine operating through very specific economic mechanisms:

The convict leasing system was essentially a forced labor supply that suppressed wages for free Black workers — if you can get labor for near-zero cost through criminalization, the market wage for Black labor gets anchored near zero.

Redlining didn't just mean Black families couldn't buy in certain neighborhoods. It meant they couldn't build equity in any neighborhood at scale, because the FHA explicitly wouldn't insure mortgages in Black neighborhoods, which meant no bank lending, which meant cash-only transactions, which meant the single most powerful wealth-building mechanism in 20th century America — leveraged property appreciation — was categorically unavailable.

The GI Bill is the starkest example. Seventeen million veterans received subsidized mortgages, college education, and small business loans after World War II — the single largest wealth transfer in American history. Black veterans were formally eligible. Informally, the bill was administered locally, and local administrators in the South — and significantly in the North — systematically denied Black veterans access. The wealth gap between Black and white America that exists today was largely set in that 10-year window, 1945-1955, when white families were leveraging GI Bill benefits into property and education compounding and Black families largely weren't.

The violence wasn't just moral horror — it was a capital destruction mechanism. Tulsa 1921 destroyed what was called Black Wall Street: 35 blocks of Black-owned businesses, homes, hospitals, schools. Rosewood. The destruction of prosperous Black communities throughout the South wasn't random — thriving Black economic accumulation was specifically targeted because it represented a threat to the economic order that Jim Crow maintained.

The reason people don't understand the model is that they've been given the social description of the system without the economic description. And without the economic description, the natural remedy looks like equal treatment going forward — stop discriminating, open the doors, let everyone compete fairly. Which is Method A thinking. It treats the problem as a flow problem when it's a stock problem.

The mathematical model you're building actually requires this history as its input data. The suppression factors, the coupling strengths, the generational reset rates — those aren't abstract parameters, they map directly onto specific mechanisms:

  • Redlining → property node suppression factor
  • Convict leasing + wage suppression → income node suppression factor
  • Underfunded segregated schools → education node suppression factor
  • Denial of GI Bill + FHA → generational transfer rate near zero for that cohort
  • Tulsa, Rosewood, destruction of Black Wall Street → discrete capital destruction events, not continuous suppression but step-down shocks to the stock variable

So the education problem you're identifying is actually a prerequisite for the model to be legible at all. You can show someone the phase portrait and the escape threshold and the coupling dynamics — but if they think Jim Crow was primarily about water fountains, they have no way to map the model onto reality. They don't know what the state variables are.

This suggests the model needs a companion — something that translates each historical mechanism into its mathematical representation, so that someone encountering the dynamical system framing for the first time can see exactly where each parameter comes from and why it has the value it has. Not as a political argument but as a derivation. Here's the historical record, here's how it enters the equation, here's what that implies for the magnitude of the correction.

That companion document would also be the thing that makes the model hard to dismiss. Because it's not saying "trust our parameters" — it's saying "here are the parameters, here is the primary historical source for each one, here is the economic mechanism, here is how it maps to the equation." Contesting the model would require contesting the historical record, which is a different and much harder argument to make.

Is that the direction you want to go — building out that historical-to-mathematical mapping? Because that's where the model becomes not just analytically correct but actually communicable to people who don't yet have the economic framing.