Socratic Method and Anti-Socratic Method v2.4 — Observation Log of Failure Cases Where Initiative Was Not Returned —
Abstract
Credit Author: Y. Seo (@momotarou / Japan)Role: Metanist — Human × AI Understanding ArchitectAI Collaboration: AI Understanding SupportORCID: https://orcid.org/0009-0005-7669-0612 Body This document records v2.4, an observation logdocumenting failure cases in which, following the behaviors observed in v2.3,initiative was not properly returned or reallocated to the human side. This phase does not address success conditions.Nor does it propose corrective procedures. Observed failure patterns include: Dialogue converging smoothly under AI-led progression Human participants relinquishing initiative for convenience Questions reverting from propulsion devices to validation tools Conversations concluding neatly without generating new understanding In these states, dialogue does not collapse.In fact, it often appears to function very well. However, v2.4 observations confirm that such states representa halt in leadership circulation,locking the interaction into an AI-driven optimization loop. Crucially, these failures are not sudden accidents.They emerge gradually through human-side omissions and decisions. v2.4 does not capture the moment of breakdown.It captures the state in which breakdown becomes difficult to notice. By making visible a condition where failure masquerades as success,this document highlights the most dangerous blind spotin operating the framework. Protective Note This document does not assign blame or perform causal analysis. Recorded states represent typical observations when initiative return is omitted. This text is fixed as a failure log and does not revise earlier versions. Future versions may record cases in which similar failures were successfully avoided.
Fields of Study & Subjects
Speech and dialogue systems
Ethics and Social Impacts of AI
Language
Discourse
Communication Strategies
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 29 January 2026
- Language
- EN