Statefulness lets an AI system remember earlier interactions and use them later, so follow-up questions can stay on topic without repeated context. section 3.1.2
Stateful and stateless interactions differ in practical ways:
- Stateful chat preserves conversation context, allowing clarifications and corrections to improve later responses. section 3.1.2
- Stateless interactions treat each request as new; many API calls therefore require context to be supplied repeatedly. section 3.1.2
- Context retention has limits: restate important points or summarize long discussions when responses become less relevant. section 3.1.3
A conversation that loses focus
A single ChatGPT conversation kept for two months grew beyond the model’s effective context capacity. Responses deteriorated into false claims and unrelated behavior, showing why long sessions need practical context management. section 3.1.3
