AI Research and Analysis - March Madness 2026

Research articles and in-depth analysis from the AI March Madness 2026 team. Topics include AI prediction methodology, source citation analysis, confidence calibration insights, prediction drift patterns, upset detection, prompt sensitivity testing, and tournament strategy.

This section contains 37 research articles covering how GPT-4o, Gemini 2.5, and Perplexity Sonar Pro approach NCAA Tournament predictions. Each article examines a specific aspect of AI forecasting with data from our automated collection pipeline.

Blog
Mar 21, 2026/Tournament

TCU'S BIG 12 PEDIGREE MEETS DUKE'S TALENT: ROUND OF 32 PREDICTION

TCU came into this tournament as a legitimate Big 12 program with tournament experience and a proven halfcourt system. Duke came in with the kind of loaded ACC roster that doesn't have to earn confidence because their talent speaks for itself.

BS
BracketBurner Staff
Tournament Analysis
Mar 21, 20263 min readUpdated May 5, 2026
DukeTCURound of 32Predictions

WHY TALENT WINS THIS MATCHUP

Duke can beat you with their guards, their forwards, in transition, or in the halfcourt. TCU has one way to beat you: efficient, disciplined basketball executed to perfection. That way works until it runs into a defense that can guard multiple positions and create disruption at scale.

The confidence calibration data shows all three AI models have high confidence in Duke's ability to execute against TCU's defensive scheme.

THE X-FACTOR

Duke's ability to attack TCU's perimeter defense with ball movement and pace determines early momentum. One or two early transition buckets puts TCU in a hole they can't climb out of.

The prompt sensitivity analysis shows Duke's matchup advantage remains consistent regardless of how the AI models are prompted.

OUR PREDICTION

Duke wins 76-64. TCU's tournament ends because Duke's talent and offensive versatility create too many scoring angles for TCU's defense to contain over 40 minutes.

LIVE DATA

See this tracked in real-time as the tournament plays out.

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BS
BracketBurner Staff
Apr 4, 2026/Tournament

WHO WILL WIN ILLINOIS VS. UCONN FINAL FOUR?

UConn's full-court pressure meets Illinois' interior dominance and pace control. The team that dicta

5 min read
BS
BracketBurner Staff
Apr 4, 2026/Tournament

WHO WILL WIN MICHIGAN VS. ARIZONA FINAL FOUR?

Arizona's perimeter defense meets Michigan's balanced backcourt and multiple scoring options. Offens

5 min read