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March Madness III: Can AI generate a perfect bracket?

An SDSU statistics expert says the odds aren’t good, and the artificial intelligence platforms he challenged all played it safe.

Tuesday, March 17, 2026
An AI-generated image of a basketball on a court with a blurry rendition of a blank NCAA ournament bracket in the background.
The quest for a perfect bracket begins Thursday, March 19. (AI image via Adobe Stock)

One of the coolest things about NCAA Tournament bracket challenges is you don’t need to “know ball” to win. With 68 teams in the field and 67 total games to predict, incredible upsets — when a lower-seeded team beats a higher-seeded team — are expected, and the most dedicated college hoops fan’s bracket can be foiled within the first few hours of the tournament as a result.

According to ĢƵ statistical analysis lecturer Chris O’Byrne, who first explained to SDSU NewsCenter in 2024 the actual odds of predicting all 67 games correctly come out to 1 in 147,573,952,589,676,412,928 (2 to the 67th power), or a few quadrillion more than 1 in 147.5 quintillion. If you’re skipping the tournament’s “first four” games, the odds stumble to 1 in 9,223,372,036,854,775,808, or a little more than 9.2 quintillion (2 to the 63rd power).

With considerable advances in and adoption of AI since 2024, many may turn to platforms like ChatGPT for an edge in predicting games, or even for help submitting extra brackets. O’Byrne helped us put these theories to the test. He prompted four different AI platforms to fill out brackets of their own, and came up with some mathematical and some practical reasons why AI isn’t likely to get you any closer to predicting a perfect bracket.

Can AI help me submit thousands, millions or billions of different bracket variations?

“Between ChatGPT, Copilot, Claude and Perplexity, not one of these platforms was able to fill out a copy of a blank bracket provided by the NCAA,” O’Byrne explained. “I ended up asking the platforms for their predictions in list form. Based on this experience, it would be a tall order to ask AI to complete a dozen brackets, let alone 100 promising ones.”

Let’s say you found a platform that could mass-produce a selection of brackets. Where would you start? Three of the four AI platforms O’Byrne selected picked all four regional No. 1 seeds to advance to the Final Four. If you followed the same strategy, you’d still have 43 more games to predict correctly.

“Those odds of doing that shrink down to 1 in 8,796,093,022,208 (nearly 8.8 trillion),” O’Byrne said. “You can reduce the number of possibilities by making reasonable assumptions — like advancing top seeds — but you can’t eliminate the uncertainty.” 

, the four regional No. 1 seeds in a given tournament have all advanced to the Final Four only twice, in 2008 and 2025, since the tournament field expanded to 64 teams in 1985.

If AI can scour the internet for expert analysis, it can make “smarter” picks than I can, right?

Theoretically, yes, O’Byrne said. But it’s still not enough to make a difference.

“The reality is, expert or not, there’s a greater than 99% chance you won’t have a perfect bracket after the first round,” O’Byrne said. “Probably closer to 99.5%.”

O’Byrne explained this point with another simple math problem. The first 24 hours of the tournament feature 16 of the 32 first-round games, which, according to O’Byrne’s math, means there are 65,536 different possibilities (2 to the 16th power) for those games alone. 

“If you treated every game like a coin flip, just getting the first 16 games right would be about a one-in-65,000 chance,” O’Byrne explained. “And that’s assuming every game is 50-50 — which they’re not. Even under ideal conditions, the number of possibilities is enormous.”

Even if you assume the pair of No. 1 seeds and the pair of No. 2 seeds that play on day one will beat their far inferior opponents, you still only have 1 in 4,096 (2 to the 12th power) odds of predicting the other 12 games correctly.

“After just the first day of games, typically less than 0.1% of brackets remain perfect,” O’Byrne said.

Read SDSU NewsCenter’s previous articles on March Madness odds:

March Madness I: A statistician’s guide for beating 1-in-147-quintillion odds of the perfect bracket (2024)

March Madness I: Breaking down odds of predicting the perfect bracket (2025)

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