Learners know when they reach for AI: they reach for it when they're behind and overwhelmed, when the deadline is close and the work hasn't been started and the gap between where they are and where they need to be feels too large to cross on their own.

Picture three things: a swimmer, the water, and the pool. The swimmer is the teenager. The water is the outside world, friends, school, activities, all of the growing-up that happens out there. And the pool, specifically its wall or edge, is the parent (or from our stance, a chosen family member, mentor, or family-like guide): the structure that holds the whole thing together and provides a place to return to.

Research points to anxiety, difficulty readjusting to school routines, and concerns about academic catch-up as the primary drivers of these absences, particularly for students with pre-existing mental health challenges and neurodivergent learners.

Attention generally increases the likelihood that information gets selected for processing, for doing-something-with, and for later learning. When it's diverted or derailed, less of what's being explained tends to get encoded in a way the learner can actually use later. You can't reliably learn complex material that never receives meaningful attention.

The hero's journey isn't a straight line; it involves thresholds, departures, disorientation, unlikely helpers (thank heavens for mentors), moments of deep deep difficulty, and others that unlock us change everything.

Avoidance is one of the most common (and most costly) learning habits there is. Not always avoidance of something frightening in the clinical sense, but avoidance of discomfort more broadly. 

The research is clear. The first six weeks matter enormously. But, so does what comes before them.

The most powerful productivity tool is understanding how you learn, not which app is trending. Not which system worked for your roommate or your colleague or that person on social media who has somehow colour-coded their entire existence.

Reflection helps learners notice how they learn, what they understand, and where they're genuinely struggling. This is what learning scientists call metacognition, thinking about thinking. 

Most of the learners I meet have been taught that the answer is, unequivocally, “no.” That if studying feels pleasant, they're probably not actually studying. That comfort and rigour are at odds, and that the more arduous the experience the more legitimate it must be. 

I'd like to push back on that, gently, this season, because the longer I work in this field the less convinced I am that it's true.