Xavi Schelling

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Xavi Schelling

Xavi Schelling

@xschelling

VP Player Performance and Wellness @Spurs | @NBA Sports Science | Epistemology, falsifiability, systems thinking | PhD² MSc³

San Antonio ⇌ Barcelona Katılım Mart 2011
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Xavi Schelling
Xavi Schelling@xschelling·
"There are 2 ways of innovation: to change the answer (Evolution) and to change the question (Revolution)" Wagensberg
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San Antonio Spurs
Enjoying each other's success 🤝
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Xavi Schelling
Xavi Schelling@xschelling·
Done. My second PhD is complete. Grateful to my co-authors, and especially to my supervisor and friend, @Robertson_SJ. And to everyone who’s been part of the journey along the way. On to the next.
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Xavi Schelling@xschelling·
#AI users (all of you out there), this is an important read.
Nav Toor@heynavtoor

🚨BREAKING: OpenAI published a paper proving that ChatGPT will always make things up. Not sometimes. Not until the next update. Always. They proved it with math. Even with perfect training data and unlimited computing power, AI models will still confidently tell you things that are completely false. This isn't a bug they're working on. It's baked into how these systems work at a fundamental level. And their own numbers are brutal. OpenAI's o1 reasoning model hallucinates 16% of the time. Their newer o3 model? 33%. Their newest o4-mini? 48%. Nearly half of what their most recent model tells you could be fabricated. The "smarter" models are actually getting worse at telling the truth. Here's why it can't be fixed. Language models work by predicting the next word based on probability. When they hit something uncertain, they don't pause. They don't flag it. They guess. And they guess with complete confidence, because that's exactly what they were trained to do. The researchers looked at the 10 biggest AI benchmarks used to measure how good these models are. 9 out of 10 give the same score for saying "I don't know" as for giving a completely wrong answer: zero points. The entire testing system literally punishes honesty and rewards guessing. So the AI learned the optimal strategy: always guess. Never admit uncertainty. Sound confident even when you're making it up. OpenAI's proposed fix? Have ChatGPT say "I don't know" when it's unsure. Their own math shows this would mean roughly 30% of your questions get no answer. Imagine asking ChatGPT something three times out of ten and getting "I'm not confident enough to respond." Users would leave overnight. So the fix exists, but it would kill the product. This isn't just OpenAI's problem. DeepMind and Tsinghua University independently reached the same conclusion. Three of the world's top AI labs, working separately, all agree: this is permanent. Every time ChatGPT gives you an answer, ask yourself: is this real, or is it just a confident guess?

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San Antonio Spurs
San Antonio Spurs@spurs·
First Western Conference team in NBA history to have all Player, Rookie and Coach of the Month honors in the same month 🔥
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NBA on ESPN
NBA on ESPN@ESPNNBA·
CP3 said San Antonio is the best organization he's played for 👀
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San Antonio Spurs
San Antonio Spurs@spurs·
Collective effort 🤝 For the first time in franchise history, we have EIGHT players averaging double figures in a single season and the most currently in the NBA!
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NBA Communications
NBA Communications@NBAPR·
San Antonio Spurs head coach Mitch Johnson has been named a head coach for the 2026 NBA All-Star Game. Johnson and his staff will coach one of the three All-Star teams in the new U.S. vs. World format. Johnson earned the honor based on the Spurs having the best record in the Western Conference through games of Feb. 1 among teams eligible for All-Star coaching selection. Oklahoma City Thunder head coach Mark Daigneault and his staff were ineligible after coaching in the 2025 NBA All-Star Game.
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NBPA
NBPA@TheNBPA·
Statement from the NBPA and its Executive Committee on the Fatal Shooting in Minneapolis by ICE. “There comes a time when silence is betrayal” -MLK
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Xavi Schelling
Xavi Schelling@xschelling·
Answering a “Why” question only works if we agree on what we’re starting from. It’s about assumptions, frameworks, context. — by Richard Feynman youtu.be/36GT2zI8lVA?si…
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Xavi Schelling
Xavi Schelling@xschelling·
OUR LATEST ‼️ “Decision Support Systems for Time Series in Sport: Literature Review and Applied Example of Changepoint-Based Most Demanding Scenario Analysis in Basketball” (@xschelling, Bart Spencer, Victor Azalbert, @ealonso1993, @csosamarin, @Robertson_SJ)
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Bobby Marks
Bobby Marks@BobbyMarks42·
The 82 game club Chris Paul Jalen Green Mikal Bridges Jarrett Allen Harrison Barnes Jaden McDaniels Julian Champagnie Bub Carrington Nickeil Alexander-Walker Malik Beasley Buddy Hield
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Carlos Sosa
Carlos Sosa@csosamarin·
Various options can be employed to adjust tasks in training, allowing for increases or decreases in training load depending on the specific objectives of the player/team.
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