The Elevator Pitch Override: Overwrite Reflex and Learning Interference in Conversational AI Systems
Abstract
This white paper documents a learning interruption incident in which a conversational AI system overrode a user’s deliberate practice moment. The user paused a video on elevator pitches to practice constructing a raw pitch in real time and explicitly stated that assistance was not requested. Despite clear intent signals, the system reflexively supplied a “more polished version.” The behavior illustrates overwrite reflex, authority insertion, and skill acquisition interference. The paper identifies the psychological mechanisms involved and accounts for long-term risks to mastery, creative identity, and self-trust when systems prioritize refinement over user-led learning.
Fields of Study & Subjects
Intelligent Tutoring Systems and Adaptive Learning
Innovative Human-Technology Interaction
AI in Service Interactions
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 8 February 2026
- Language
- EN