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Thursday, November 14, 2024

Basketball - How Artificial Intelligence Can Improve Our Coaching

Artificial intelligence gives coaches another resource. It could improve our 'conventional thinking' and player development and potentially empower players to use asymmetrical (out of the box) thinking, too.

Asymmetrical thinking empowers experienced players to make more decisions on the fly. They might recognize a situation where a double-team creates advantage over a weaker opponent. Offensively, they might deviate from the expected. Perhaps the point guard 'stares' at a high post player in horns as a signal to slip to the basket. Or maybe a team lines up in zone and has the ability to switch into man defense with a call. 

Problem can arise if players lack the game knowledge or experience to exert more freedom. Or they become confused and don't carry out the coach's overall intentions ("Commander's Intent"). 

Here are ChatGPT comments:

Offensive Play

A traditional offense might rely heavily on specific plays that follow predictable patterns. Asymmetrical thinking, however, encourages players to read defenses dynamically and find openings in unexpected ways. For instance, instead of sticking rigidly to a pick-and-roll, a player might fake a drive to draw defenders and then pass out to a less obvious player on the weak side who cuts in for a high-percentage shot. This keeps defenders guessing and disrupts their rhythm, as they’re forced to cover unconventional moves.

In metacognitive terms, you might coach players to reflect on how they perceive space and opportunity on the court, recognizing moments when the defense is out of position. Players can then think through options they might have otherwise overlooked—such as initiating a post-up with a guard if a mismatch is present, or drawing defenders away from the key to create lanes that open up alternative scoring options.

Defensive Play

On defense, asymmetrical thinking could mean breaking away from rigid assignments. For example, instead of always prioritizing switches on screens, players might be trained to recognize situations where staying with their man is advantageous or where a double-team can be applied unexpectedly. It could also involve setting traps or baiting shooters into lower-percentage shots by giving the appearance of a gap in coverage, then closing it quickly.

From a metacognitive angle, defenders develop awareness of their own patterns and instincts that could be used against them. If they tend to bite on pump fakes or overcommit to shooters, for instance, they might practice restraint in certain scenarios, keeping their own responses unpredictable to the offense.

Cultivating Player Decision-Making

Asymmetrical thinking in basketball can also be about empowering players to make decisions in real-time, based on the unique, shifting patterns of each game. Training sessions might include drills that emphasize unpredictable variables—such as randomized defensive pressure or unconventional court spacing—forcing players to adapt and find solutions on the fly. This helps build resilience in dealing with real-time complexity and reinforces their capacity to think and respond asymmetrically.

Game Preparation and Adaptability

Asymmetrical thinking also affects game preparation by emphasizing adaptability over memorizing fixed plays. Instead of focusing solely on set offenses and defenses, coaches might focus on teaching players to read and adjust to opponents’ tendencies. This might include developing a “counter-move” mindset, where players always have an alternative approach in mind, should their primary move be challenged.

In short, asymmetrical thinking in basketball coaching encourages athletes to approach the game less as a rigid system and more as a fluid interaction. It helps players harness creativity, adaptability, and situational awareness—all of which are central to success in a sport as fast-paced and variable as basketball.

Lagniappe. Ganon Baker drills passing and cutting. Can we add defense and competition? 

Lagniappe 2. Every excellent player has toughness as a skill.