Testing how long stateless chatbots remember key facts
A stateless chatbot handles a conversation without a separate system. The proposed test puts important facts near the start of a long chat, then adds hundreds of unrelated turns, and later checks whether the chatbot can still recall those facts.
The main goal is to measure recall accuracy as the conversation gets longer. A stronger study would need to check whether this is a valid way to test memory limits, whether better benchmarks already exist, and which metrics would make the results more convincing.
Key points
- The test uses a API without .
- Important facts are introduced early in a long conversation.
- Many unrelated chat turns are added before testing recall.
- The goal is to measure how recall accuracy changes as the chat grows.
- The method still needs stronger benchmarks and metrics.