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 31 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 24, 2026/Tournament

WHO WILL WIN ARIZONA VS. ARKANSAS SWEET 16?

Arkansas came into the Sweet 16 riding the momentum of their dominant Round of 32 performance, but Arizona represents a different level of defensive intensity. Arizona's entire tournament identity is built on making perimeter players uncomfortable, and Arkansas' guards don't have the creation tools to overcome that level of pressure consistently.

BS
BracketBurner Staff
Tournament Analysis
Mar 24, 20265 min read
ArizonaArkansasSweet 16Predictions

THE DEFINING MISMATCH

This is the mismatch that defines Arkansas' ceiling in this tournament. They can score in transition, they can spread you out, they can attack downhill through the paint. But they can't consistently create off the dribble against elite perimeter defense, and Arizona's guards are some of the stickiest in the country.

Arizona has seen this movie before. They've played high-scoring teams, they've played teams that try to pace them up, and they've never let that change their defensive approach. Tommy Lloyd's Wildcats trust their length, trust their activity on the perimeter, and trust their ability to make every possession a grind.

THE STYLE CLASH

Arkansas will try to run. Arizona will control the game. That's the Sweet 16.

Arkansas' strength is also their constraint. They want to play fast and create space. Arizona doesn't care about space if you're not making shots, and Arizona's perimeter length makes that difficult.

THE X-FACTOR

Arizona's ability to defend Arkansas' guard creation in pick-and-roll and force them into tough decisions determines early momentum. If Arizona's perimeter players can stay attached to Arkansas' backcourt without fouling, Arkansas' offense becomes one-dimensional by halftime.

Arkansas can still win if their role players catch fire, but catching fire against Arizona's length requires near-perfect shooting.

OUR PREDICTION

Arizona wins 68-59. Arkansas' Sweet 16 run ends because Arizona's perimeter defense and length create an environment where Arkansas' guards can't generate the free-flowing offense they need to win.

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BS
BracketBurner Staff
Mar 23, 2026/Tournament

WHO WILL WIN DUKE VS. ST. JOHN'S ROUND OF 32?

St. John's perimeter defense meets Duke's balanced offensive attack. When offensive talent collides

5 min read
BS
BracketBurner Staff
Mar 23, 2026/Tournament

WHO WILL WIN ILLINOIS VS. HOUSTON ROUND OF 32?

Illinois' perimeter length meets Houston's guard-driven offense. Guard creation usually finds a way

5 min read