Manuel Schneider

This work designs two interventions to reduce offloading decisions: metacognitive feedback that makes the implications of offloading for users explicit, and an effort-based reward that incentivizes less extensive LLM assistance.

GenAI coding assistants boost developer productivity, but the gains shrink outside the lab and don't translate to better learning.