Read original ↗
EnrichedResearchReddit r/MachineLearningCommunityLive · 5d agoPublished 6/28/2026

Evaluating long-term memory limits in stateless LLM chatbots — feedback needed [D]

Hi all, I’m working on a research project exploring how stateless LLM-based chatbots handle long conversations and whether important earlier information is still reliably retained over time. My idea is to: Run a chatbot using an LLM API without any external memory system Introduc

View in news graph →

Why it matters

This story from Reddit r/MachineLearning is relevant to the Research branch of the AI ecosystem and may affect models, products, or research direction.

Technical breakdown

Hi all, I’m working on a research project exploring how stateless LLM-based chatbots handle long conversations and whether important earlier information is still reliably retained over time. My idea is to: Run a chatbot using an LLM API without any external memory system Introduce key facts early in a long conversation Continue with many unrelated messages (hundreds of turns) Later test whether th

Business impact

Watch for product launches, funding moves, or policy shifts tied to this headline.