When Achievement Is Counterfeited: Informed Delegation Beyond Daly's Low-Tech Academic Virtue Ethics

Daly (2026a) argues that delegating academic work to large language models threatens the intellectual virtues through which academic flourishing is cultivated and recommends a low-tech refusal of task delegation. This article accepts his diagnosis and recognizes refusal as a robust safeguard when learners cannot reliably assess their own cognitive substitution. It argues for a conditional alternative that preserves virtue-forming rehearsal. The achievement gradient, comprising resistance, agency, and fulfillment in capacity-forming activity, can yield counterfeit achievement when a system preserves the felt signs of accomplishment while performing the causally decisive work. Disguised deskilling occurs when resulting erosion or non-formation of competence is concealed behind those signs. Sensor nullification describes the miscalibration of accomplishment, apparently critical conversation, and affective participation as signals of independent cognitive growth. Experimental research on assisted practice, unassisted performance, and metacognitive calibration illuminates distinct parts of this account. Informed delegation requires external tests of independent competence, intelligible disclosure of substituted cognitive operations, and preventive communication while meaningful choice remains possible. This response distinguishes learning-preserving assistance from substitution and locates primary responsibility with designers and educational institutions, while respecting informed decisions to delegate.