Why Redistricting Needs Human Judgment, Not Algorithmic Fairness

Every ten years, the same circus rolls into town. Lawyers draw lines. Judges second-guess them. Partisans scream gerrymander. Activists demand independent commissions. And somewhere in the middle, the actual purpose of representation gets buried under a mountain of litigation and data-crunching. The current debate over redistricting has lost sight of what representation is supposed to mean in a constitutional republic. We are fighting over the wrong question.

The Original Question: Who Do You Represent?

Go back to the Founding. When James Madison wrote in Federalist No. 10 about controlling the mischief of faction, he was not worried about the geometry of congressional districts. He was concerned about how to structure representation so that the people's genuine interests-rooted in their communities, their economies, their local conditions-would have a voice. The Constitution gives the power to set the times, places and manner of holding elections to the state legislatures in Article I, Section 4. That is not an accident. The Framers understood that representation should reflect the organic communities of a state: the farmers of one valley, the merchants of a port city, the artisans of a mill town. A representative is not an at-large delegate for a statistical mass of seven hundred thousand people. He or she is the voice of a particular place with particular concerns.

What have we done instead? We have turned redistricting into an exercise in applied mathematics, where the goal is either to crack or pack voters for partisan advantage, or-on the reform side-to maximize competitive districts according to some academic's model of optimal political competition. Both approaches miss the point. Both treat human beings as interchangeable units to be sorted by algorithm or partisan calculus. Neither respects the lived reality of the people being represented.

The Knowledge Problem of Central Planning Districts

Here is where Friedrich Hayek's insight hits hardest. When you try to engineer fair districts from the top down-whether by a partisan legislature or an independent commission-you are trying to solve a knowledge problem that no central planner can solve. The dispersed knowledge of local communities, which roads form natural boundaries, which neighborhoods share a school district, where people actually go to church or shop or work, cannot be captured by a spreadsheet. Attempting to do so is the same hubris that led to the failure of Soviet central planning. The result is always the same: unintended consequences far worse than the intended improvement.

Take the obsession with competitive districts. The theory sounds good: if every district is a toss-up, politicians will have to moderate and compromise. In practice, what happens? You end up slicing communities into absurd shapes that have no organic connection. A rural county gets linked to a distant suburb. A city neighborhood is split three ways. Nobody feels represented by anyone, because the representative's constituency is a statistical artifact, not a community. Thomas Sowell would remind us to look at the track record. The states that have handed redistricting to independent commissions-California, Arizona, Michigan-have not produced better governance. California's commission, created by Proposition 11 in 2008, was supposed to end gerrymandering and increase competition. Instead, it has produced maps that are challenged in court every cycle, representatives who are even more detached from local concerns, and a legislative culture that remains stubbornly unaccountable. The commission has become its own special interest, subject to its own internal politics and opaque decision-making.

And in states where gerrymandering is flagrant-Maryland's Third District, once described as a broken-winged pterodactyl, or North Carolina's maps repeatedly struck down for racial gerrymandering-the problem is not that the maps are unfair to one party. The problem is that they are unfair to the people who live there. They carve up communities of interest, African American neighborhoods in Charlotte, Jewish communities in Baltimore County, working-class white precincts in rural Ohio, to serve the interests of the map-drawers, not the represented. In both cases, the technology of line-drawing has overwhelmed the human purpose of representation.

The Scalia Test: What Does the Constitution Say?

Originalism has a brutally simple answer here. The Constitution says nothing about how compact, contiguous, or competitive districts must be. It gives the power to the states. The only constraint-hammered out through generations of case law-is that race cannot be the predominant factor, a messy standard but rooted in the Equal Protection Clause, and that districts must be roughly equal in population under the one-person-one-vote rule from Wesberry v. Sanders. Everything else-the partisan gerrymandering claims, the calls for algorithmic neutrality, the demands for proportional representation by party-has no constitutional foundation. The Supreme Court essentially said as much in Rucho v. Common Cause in 2019: partisan gerrymandering claims are nonjusticiable because the Constitution gives no standard for federal courts to apply.

And Justice Antonin Scalia would have said: good. That is a political question for the states, not a constitutional crisis. The proper remedy for bad maps is not more federal judges drawing lines-it is voters holding their state legislators accountable for the maps they draw. But here is the uncomfortable truth for both sides: neither the partisan map-drawers nor the technocratic reformers are willing to accept that accountability. Partisans want to use their power to entrench themselves. Reformers want to hand power to an unaccountable commission that answers to nobody. Both choices violate the fundamental principle that the people's representatives-elected, removable, and responsible-should govern.

The Real Uncovered Angle: Representation Requires Community

Here is what nobody in the reform movement wants to admit: the only legitimate standard for redistricting is preserving communities of interest as the people themselves define them. Not partisan balance. Not racial proportionality. Not competitiveness. A community of interest is not a statistical bin. It is people who share economic conditions, cultural ties, historical bonds, and local institutions. It is the dairy farmers of Wisconsin's Third District. It is the union households of western Pennsylvania. It is the Vietnamese-American enclave in Orange County. It is the ranching families of eastern Oregon. When you break those communities to achieve some abstract fairness, you do not improve democracy-you destroy the very thing representation is supposed to protect.

Consider the example of California's Central Valley. For decades, the region's agricultural communities-farmers, farmworkers, and small-town residents-formed a coherent district that sent representatives who understood water rights, labor laws, and the cyclical nature of agriculture. After the commission redrew the lines, those communities were split across multiple districts, each now dominated by suburban or coastal voters with completely different concerns. The result? No representative in Congress has the Central Valley's specific interests as a top priority. The region's voice was diluted in the name of competition. Or take the notorious Texas map of 2003, where then-House Majority Leader Tom DeLay engineered a mid-decade redistricting to pick up Republican seats. The map cracked the Democratic stronghold of Dallas County into five districts, each tethered to Republican suburbs. The immediate effect was partisan advantage. The long-term effect was that Dallas's urban core-a community with distinct economic, cultural, and racial characteristics-lost its direct voice in Congress. The city's interests were subordinated to the suburbs' interests. That is not representation; that is colonization.

The progressive reformers want to hand the map-drawing to technocrats who will neutralize partisanship. The Republican defenders want to maximize their gains. Both are treating people as interchangeable units to be sorted for maximum advantage or minimum bias. Neither respects the actual texture of American life.

The Human Stakes

When your congressional district is drawn to connect a wealthy suburb to a struggling rural town two hundred miles away, you get a representative who represents nobody in particular. Worse, you get a citizen who feels completely disconnected from the political process-because his vote has been engineered to cancel out someone else's, or to pad a safe seat, or to satisfy a computer model's definition of competitiveness. That is not liberty. That is the rule of the mapmakers.

The Founders gave us a republic where representatives would arise naturally from communities that knew each other, trusted each other, and sent someone to speak for their shared interests. We have replaced that with a system of centralized line-drawing that treats the American people like pieces on a chessboard.

What the Solution Looks Like

I do not pretend this is simple. Partisan self-interest will never disappear. But there are principles that could guide reform without surrendering to technocratic control. First, legislatures should adopt explicit criteria that prioritize communities of interest-defined by citizens themselves through public hearings and testimony-over partisan advantage. Maps should be as compact and contiguous as possible, but only after respecting where people actually live, work, and identify. Second, transparency over secrecy. The public should see every proposed map, hear the rationale from elected officials, and have a voice before lines are drawn. The worst gerrymanders happen behind closed doors. Third, accountability through the ballot box. If a legislature draws an egregious map, voters should punish the party that did it. This requires voters to pay attention and hold their representatives responsible-but that is the price of self-government. A commission removes that accountability entirely. Fourth, constitutional restraint from the courts. Federal judges should enforce the Voting Rights Act and the Equal Protection Clause without venturing into partisan gerrymandering claims that have no textual basis. The Constitution does not guarantee proportional representation-it guarantees equal rights to vote and have that vote counted.

The Bottom Line

It is time to stop asking whether this map is fair for my party and start asking whether this map lets communities speak for themselves. Because the answer to the first question is always partisan warfare. The answer to the second is the only path back to genuine representation. We do not need more math, more algorithms, or more commissions. We need a return to the basic principle that representation means letting real communities with real shared interests elect someone who speaks for them. The map-drawers should serve the people, not the other way around. And that is a principle worth defending-no matter who draws the lines.