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

VCU'S CINDERELLA STORY ENDS AGAINST ILLINOIS: WHY THE ILLINI SHUT IT DOWN

VCU's tournament magic finally runs into a wall, and that wall wears an orange Illinois jersey. This isn't about VCU being bad. This is about Illinois being the kind of program that ends Cinderella stories.

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

WHY THE RUN ENDS HERE

The narrative arc of a VCU tournament run is always the same: scrappy, smart, peaky shooting, excellent discipline. It works until it doesn't. Illinois isn't flashy. They're functional. They're the opposite of VCU, which is exactly why this is a mismatch.

VCU's best-case scenario requires Illinois to play poorly from three and commit more turnovers than usual. That's possible. It's just not likely.

THE X-FACTOR

Illinois' ability to get their bigs into the pick-and-roll and make the right reads determines whether VCU can stay close. VCU's perimeter defense is excellent, but they don't have the interior bodies to make Illinois uncomfortable in the post.

OUR PREDICTION

Illinois wins 72-61. VCU's tournament ends here because Illinois has answers for everything VCU does well and nothing VCU does well creates a problem for Illinois' style of play.

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