The Mentorship Crisis (Enactive Reading)
Mentorship, on the enactive account, is not the transfer of information from expert to novice. It is an intersubjective process through which the novice's cognitive and emotional capacities are shaped by direct engagement with the expert's enacted mind. The novice does not merely learn what the expert knows. She learns how the expert thinks — the felt priorities, the embodied habits of attention, the affective orientations that determine what the expert notices, what she investigates, what she cares about. This learning occurs not through instruction but through presence: through watching the expert work, through participating in problems alongside her, through the thousand micro-interactions that transmit not information but orientation. AI tools disrupt this process by reducing the novice's need for the expert's presence, and each avoided consultation is a micro-disruption of the intersubjective substrate through which embodied expertise is reproduced across generations.
In the AI Story
The crisis is not visible in performance metrics. The junior developer who solves problems with an AI tool produces outputs comparable in quality to those the senior developer produces. The work is competent. What is invisible is what the junior developer is not becoming: the practitioner whose sedimented experience allows her to feel what is wrong with a codebase before she can articulate the issue, whose affective framing selects the right question from among many plausible ones, whose intersubjective formation in a community of practitioners has given her the tacit standards by which the community recognizes excellent work.
The losses accumulate over careers rather than days. The senior developer brought to her work the sediment of decades of manual practice, direct engagement with the material, and extended apprenticeship with her own seniors. The junior developer who uses AI tools from the start is developing different sediment — perhaps equally valuable, perhaps not, but certainly different in kind. The question of whether this different sediment supports the kind of judgment the senior sediment supported is not yet answerable, because the practice has not existed long enough for the answer to become visible.
What is visible is the structural change in the intersubjective fabric of the workplace. The junior engineer who consults Claude instead of the senior is not rude or irresponsible; she is efficient. The senior engineer who answers fewer questions has more time for her own work; she is also more productive. The gains are real. The losses — the slow attenuation of the intersubjective channels through which embodied cognition is transmitted — are invisible, and the invisibility is not a failure of attention but a structural feature of what is being lost. Intersubjective transmission is, by its nature, the kind of thing that shows up only when it is no longer there to do its work.
Origin
The analysis is extracted from Thompson's enactive framework applied to the AI workplace, drawing on his developmental work and on the distinction between information transfer and intersubjective formation.
Key Ideas
Mentorship is intersubjective formation. It transmits orientation, not information — the felt priorities and embodied habits that constitute expertise.
AI mediation bypasses presence. Each avoided consultation is a micro-disruption of the channel through which formation occurs.
Losses are invisible. The junior developer's outputs look competent; what she is not becoming cannot be detected by examining her work.
The attenuation compounds across generations. The practitioner who was not formed as an apprentice cannot fully form the next generation of apprentices.
Appears in the Orange Pill Cycle
Further reading
- Thompson, E. Mind in Life (Harvard University Press, 2007).
- Dreyfus, H. On the Internet (Routledge, 2001).
- Lave, J. and Wenger, E. Situated Learning (Cambridge University Press, 1991).