AI Use in Logical Reasoning Tasks May Hinder Skill Development
A study published on arXiv examines how AI assistance affects skill development in logical reasoning. Researchers found that heavy AI users underperform compared to peers who use AI lightly or not at all. The informativeness of AI output mediates these effects: low-information AI neither improves immediate performance nor preserves skills after removal, while high-information AI boosts short-run performance but has heterogeneous long-term effects. The study involved a controlled task with on-demand AI access.
Key facts
- Greater AI usage is associated with weaker skill development.
- Heavy AI users underperform relative to comparable peers.
- Light AI users perform similarly to non-AI users.
- Low-information AI does not improve immediate or post-AI performance.
- High-information AI improves short-run performance but has heterogeneous effects.
- The study was conducted on a logical reasoning task with on-demand AI assistance.
- The research is published on arXiv with ID 2605.21695.
Entities
Institutions
- arXiv