SPORTSFLOW RESEARCH · 3 min read

When AI Serves vs. When AI Co-opts The critical distinction between technology that treats you as the

product and technology that treats you as the purpose — and why
N
Noah Wickliffe, M.S.
Founder, MyoSport Inc. · Cal Crew '93 · Exercise Physiology

There's a tension at the heart of this conversation that we need to be honest about. We've been describing how technology is hijacking human consciousness — and now we're about to talk about how technology can help restore it. That sounds like offering someone a drink to cure their alcoholism.

But the problem was never technology itself. The problem is technology that treats the human being as a product — attention to be harvested, dopamine circuits to be exploited, engagement to be maximized regardless of the cost to the person doing the engaging.

§ 01

Two Kinds of AI


The AI Fork Two fundamentally different relationships between technology and the human

AI THAT CO-OPTS AI THAT SERVES


Maximizes time on screen Sends you back into your body

Exploits dopamine for engagement Illuminates growth already underway

Replaces connection with simulation Strengthens coach-athlete relationship

Creates dependency on the platform Makes the practice more intentional

Treats attention as a product to sell Treats the human as the point

Keeps you scrolling Keeps you present You are the product You are the purpose

The distinction is simple but absolute. AI that makes you scroll longer is AI that co- opts the human experience. AI that helps you understand why your emotional regulation broke down before your last race — and what to practice this week to build it back — is AI that serves it.

§ 02

The HAILEY Study: AI Made Humans More Human The most compelling evidence comes from the University of Washington. In a randomized controlled trial of 300 participants, an AI-in-the-loop system produced a 19.6% increase in conversational empathy overall, and a 38.9% increase among people who were struggling. The critical finding: participants became better human communicators without becoming dependent on the AI. The technology made the human skill visible, helped people practice it, and then got out of the way.

19.6% 38.9% 0 increase in conversational increase for those who were dependency created on the AI empathy with AI assistance struggling most system

Harvard's Human Flourishing Program established a framework for evaluating whether AI systems serve human flourishing or undermine it. The key criterion: does the technology strengthen or weaken the human relationships and internal capacities that produce genuine wellbeing?

§ 03

How SportsFlow Draws the Line SportsFlow's psychometric platform was designed with this distinction as its foundation. The four EPAB instruments — EIS-32, CPS-32, GSS-24, ARI-32 — measure the very psychological capacities that exploitative technology erodes and sport builds: emotional regulation, cognitive processing under pressure, growth mindset orientation, and arousal-performance optimization. The assessments don't create a dependency. They create a mirror.

When the AI surfaces a pattern — a connection between declining emotional regulation scores and increasing pre-competition anxiety, or an arousal regulation pattern suggesting chronic over-stimulation — it points the athlete back toward the human experiences that actually build psychological capacity. The hard conversation with a coach. The meditative focus of a long steady-state row. The vulnerability of showing up to practice when you don't want to.

The AI never becomes the relationship. It never becomes the practice. It never positions itself as the thing the athlete needs — the way a social media platform positions itself as the thing the user needs. It points the athlete back toward what's real.

A teenager who takes the EPAB and sees, in concrete terms, that her emotional regulation scores have improved over a season of disciplined training — that's not data for its own sake. That's evidence that the thing she's doing with her body is changing who she is as a person. And then she puts down the screen and goes back to practice.

References

[1] Sharma, A. et al. (2023). Human-AI collaboration enables more empathic conversations. Nature Machine Intelligence, 5, 46–57.

[2] VanderWeele, T.J. & Teubner, J. (2026). Flourishing considerations for AI. Information, 17(1), 88. [3] Dégallier-Rochat, S. et al. (2022). Human augmentation, not replacement. Frontiers in Robotics and AI, 9, 997386.

© 2026 MyoSport Inc. All rights reserved. Patent pending. hello@joinflowbase.com · sportsflow.ai · joinflowbase.com

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