# Self-Fulfilling Prophecy **Entity class:** Causal and narrative concept **Domain:** Artificial intelligence / governance / public knowledge **Maturity:** Developed ## Definition A self-fulfilling prophecy is a prediction whose acceptance changes behavior in ways that help produce the predicted outcome. In AI race dynamics, fear of another actor's recklessness can become the reason every actor accelerates. ## Relationships [[wiki/AI Race Dynamics|AI Race Dynamics]] · [[wiki/Collective Action Problem|Collective Action Problem]] · [[wiki/Technological Panic|Technological Panic]] · [[wiki/Circe|Circe]] - **Source dossier:** [[research/Why Are We Sprinting Off the AI Cliff - Ezra Klein on Recursive Self-Improvement|Why Are We Sprinting Off the AI Cliff?]] ## Sources and provenance - [Source or authoritative context](https://www.youtube.com/watch?v=fjZ90V_JREk&t=1674s) — accessed for the October 2026 integration. - [[research/Why Are We Sprinting Off the AI Cliff - Ezra Klein on Recursive Self-Improvement|Why Are We Sprinting Off the AI Cliff?]] — reconciled episode conversion and quotation inventory. ## Evidence boundary Time-sensitive roles, forecasts, model capabilities and incident details remain attributed to the dated sources above. This node records the relationship established by the source corpus and does not convert a forecast or reported event into an independently proven fact. ## Simple Reminders, Quotations, and Thoughts > “Those who fight against prophecy only draw it more tightly around their throats.” > **— Circe**, *Circe* [[reminders/Risk Debate/Fighting Prophecy Draws It Tighter Around the Throat by Madeline Miller|Fighting Prophecy Draws It Tighter Around the Throat by Madeline Miller]]