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More than two thirds of the zeta zeros are simple and on the critical line

This paper unconditionally proves that at least two-thirds of the nontrivial zeros of the Riemann zeta function are simple and lie on the critical line, and at least five-sixths are distinct, by replacing the Riemann Hypothesis with a rank-trace inequality applied to a finite compression of Weil's Hermitian form.

Original authors: Levent Alpöge, Ralph Furman

Published 2026-08-17
📖 6 min read🧠 Deep dive

Original authors: Levent Alpöge, Ralph Furman

Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

Imagine the number line as a vast, infinite highway where every whole number is a mile marker. For centuries, mathematicians have been obsessed with the "prime numbers" (2, 3, 5, 7, 11...), which are the special, indivisible atoms of arithmetic. While primes seem to appear randomly, there is a hidden rhythm to them, a secret song that only a specific mathematical instrument can play. This instrument is called the Riemann zeta function.

Think of this function not as a number, but as a giant, complex machine with a dial that can be turned to any point in a two-dimensional space. When you turn the dial to certain special spots, the machine goes completely silent; these spots are called "zeros." The most famous mystery in mathematics, the Riemann Hypothesis, is a bet that all these silent spots lie on a single, straight "critical line" running right down the middle of the dial's landscape. If this hypothesis is true, it would mean the primes follow a perfectly predictable pattern. If it's false, the pattern is chaotic.

For a long time, we couldn't prove where these zeros lived. We knew some were on the line, and we knew they were "simple" (meaning the machine goes silent just once at that spot, rather than getting stuck and humming a double note). But we didn't know how many. A new paper, written by a team of human mathematicians who verified a proof discovered by an AI named Claude, has finally cracked a huge piece of this puzzle. They didn't solve the whole mystery, but they proved with absolute certainty that at least two-thirds of these silent spots are simple and sitting right on that critical line. Even more impressively, they proved that at least five-sixths of the zeros are distinct (meaning no two zeros are in the exact same spot). This is a massive leap forward from previous records, moving the goalpost from about 41% to over 66% without needing to assume the Riemann Hypothesis is true first.

The Great Zero Hunt

Imagine you are a detective trying to count the number of people in a crowded, foggy stadium. You can't see everyone clearly, and some people might be standing on top of each other (duplicates), while others might be hiding in the stands (off the critical line). Your goal is to prove that a huge chunk of the crowd is standing in a specific, straight aisle (the critical line) and that almost everyone is standing alone (simple zeros).

In the past, detectives had to assume the stadium was perfectly organized to get a good count. This new paper, however, uses a clever trick to count without making that assumption. The authors built a mathematical "net" (called a window function) and cast it over the zeros of the Riemann zeta function.

Here is how the trick works:

  1. The Net: They created a special filter that catches the zeros. If a zero is on the critical line and is simple, the net catches it and gives it a "score" of 1. If a zero is off the line or is a duplicate (standing on top of another), the net catches it differently, giving it a different kind of score.
  2. The Sum: They added up all the scores. They knew exactly how much "energy" the net should have based on the primes (the "prime side" of the equation). This is like knowing the total weight of the crowd based on the tickets sold.
  3. The Matrix: They turned this into a giant grid of numbers (a matrix). In this grid, the "good" zeros (simple and on the line) act like bright, positive lights. The "bad" or "unknown" zeros (off the line or duplicates) act like shadows or pairs of lights that cancel each other out.

The brilliant part of their method is a mathematical rule they applied to this grid. They realized that if too many zeros were hiding off the line or were duplicates, the total "energy" of the grid would be too high compared to the number of people they could actually count. It's like trying to fill a backpack with heavy rocks; if you try to put too many rocks in, the backpack breaks.

By using a rule called Sylvester's law of inertia (which is a fancy way of counting how many positive and negative forces are in a system), they proved that the "backpack" (the mathematical grid) simply cannot hold enough "bad" zeros to explain the total energy they measured. The math forces the conclusion that the "good" zeros must make up the majority.

The Results: A New Record

The paper proves two main things, unconditionally (meaning no guessing or assuming the Riemann Hypothesis is true):

  • The Simple Majority: At least 2/3 (about 66.67%) of the zeros are simple and on the critical line. This beats the previous record of about 41.6% (5/12).
  • The Distinct Majority: At least 5/6 (about 83.33%) of the zeros are distinct (no duplicates). This beats the previous record of about 66%.

If they use a slightly more sophisticated version of their "net" (called the Montgomery–Taylor window), the numbers get even better: 67.25% for simple zeros and 83.62% for distinct zeros.

The authors also showed that this method works for other similar mathematical functions (Dirichlet L-functions), proving that this isn't just a fluke of the Riemann zeta function but a deeper truth about how these numbers behave.

What This Doesn't Do

It is important to know what this paper doesn't say. It does not prove that 100% of the zeros are on the line. It leaves open the possibility that the remaining one-third of the zeros are hiding off the line or are duplicates. The paper explicitly states that their method hits a "ceiling" at 2/3 for simple zeros; to go higher, mathematicians would need new tools or more information about how the primes are spaced.

However, the significance is undeniable. Before this, we were in the dark, guessing that maybe half the zeros were on the line. Now, we have a mathematical proof that the vast majority are exactly where the Riemann Hypothesis predicts they should be. The paper also notes that the entire logical argument was discovered by an AI, Claude, and then rigorously checked and verified by human mathematicians and a computer program called Lean 4, ensuring that every single step is rock-solid.

In short, the fog in the stadium has lifted just enough to see that the crowd is mostly standing in the right place, and they are mostly standing alone. It's a giant step toward solving one of math's oldest riddles.

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