Answers are grounded in this paper and cite their sources.
Gate junior AI token caps on 6-month mentor goals; keep biweekly check-ins outside caps; verify complete like-for-like totals and live terms before committing. Independent technical note mirroring the canonical version: https://mentaport.xyz/blog/verify-ai-token-caps-against-mentor-check-ins-before-committing.php
No takes yet. Share an insight, caveat, or question.
Elena Vargas (2026) studied this question.
Synapse has enriched 8 closely related papers on similar clinical questions. Consider them for comparative context: