Doctor Paradox — Structural Sabotage
Volume I  ·  Issue No. 1  ·  May 2026
01
A series on how American democracy
was engineered to stop being competitive
The Gerrymandered
Republic
Of 435 seats in the U.S. House of Representatives, 366 were effectively decided before voters cast a single ballot in 2024. This is not an accident of geography. It is a map, drawn by hand, with software, on purpose.
85%
of U.S. House seats were rated as uncompetitive in the 2024 general election. The other 15% chose the country's leadership for everyone.
Source: Cook Political Report 2024 House Race Ratings (69 of 435 seats competitive)
01
The receipts: votes don't equal seats
Vote share vs. seat share, by state
Wisconsin
Act 43 · 2011
Republican-drawn 2011 map. A Duke University study of 19,000 randomly drawn alternatives found the actual map more biased than 99% of them.
Dem. statewide vote, 2012 ~51%
Dem. seats won 39 / 99
60
Republican Assembly seats out of 99 — won with a minority of the statewide vote.
N. Carolina
Map · 2024
A perpetual 50/50 swing state. Engineered into a permanent Republican delegation. Median fair-map alternative would produce 6 Democratic seats.
Fair-map projection 6 of 14
Enacted map projection 3 of 14
1
Only ONE of N. Carolina's 14 congressional districts was rated competitive in 2024.
Ohio
Map · 2024
2022 produced a 10–5 GOP split. The 2024 map could expand it to 12–3. Median fair-map projection: 6 Democratic seats. Engineered down to 3.
Fair-map projection 6 of 15
Enacted map projection 3 of 15
½
Half of Ohio's natural Democratic representation, deleted with a pen.
Maryland
Counter-example
Both parties gerrymander where they can. Maryland is Democrats' embarrassment. But Dem maps tend to produce competitive seats, not safe ones.
GOP statewide vote share ~36%
GOP seats won 1 / 8
Same crime, different weapon. Dem gerrymanders create swing seats; GOP ones create safe ones.
The measure
The efficiency gap
Devised in 2015 by Nicholas Stephanopoulos and Eric McGhee. It measures the difference between the parties' wasted votes — any vote for a losing candidate, or any vote above 50% for the winner — divided by total votes cast.

Above 7% is considered extreme. Wisconsin's Act 43 has measured between 9% and 14%. North Carolina's recent maps have been worse.
02
The middle, hunted to extinction
Swing seats in the U.S. House · 1997–2025
200 150 100 50 0 1997 2005 2013 2019 2025 164 swing seats peak (1999) 82 swing seats today (2025) Seats with Cook PVI between D+5 and R+5

The swing seat — a House district that could plausibly go either way — is functionally an endangered species.

In 1999, 164 of 435 House districts had Cook PVI scores between D+5 and R+5. Today, just 82 do. A 50% collapse in the middle of American politics.

15
PVI gap between
median D and R seat, 1997
26
PVI gap between
median D and R seat, 2025
2
Toss-up districts
in the entire South
The fastest-growing region in America has the least responsive politics in America. Atlanta, Charlotte, Dallas, Houston — the diversifying suburbs that should be the battleground of the decade — have been decided in advance by the cartographer.
03
The fix is not theoretical
Where independent commissions draw maps
19%
of districts
Drawn by independent commissions — in Arizona, California, Colorado, and Michigan.
41%
of toss-ups
Of America's competitive 2024 toss-up districts came from those same commission states.
60%
of districts
Drawn under single-party control. They produced just one-third of toss-up races.
"The system isn't broken.
It's working exactly as designed by the people who designed it —
and they redesign it every decade in their favor."
doctorparadox.net  ·  Structural Sabotage № 01  ·  The Gerrymandered Republic
Next in series: how primaries weaponize safe seats
Sources: Cook Political Report (2024 House Race Ratings; PVI historical data 1997–2025)  ·  Brennan Center for Justice (How Gerrymandering Tilts the 2024 Race for the House)  ·  University of Chicago Law School (Stephanopoulos / McGhee efficiency gap)  ·  Duke University (Wisconsin map simulation study)  ·  Unite America (Research Brief on Competitive Elections)