AI.SEA Co-Labs: How Has LLM Memory And Retrieval Evolved?

​How Has LLM Memory And Retrieval Evolved?

​📅 13 March · 7:30 PM · Co-labs Coworking Damansara Heights

​LLMs are powerful — but they're also stateless, forgetful, and context-bound. So how have we been teaching them to remember?

​Join us for an evening exploring how memory and retrieval in AI systems has evolved — from early prompt stuffing and fine-tuning hacks, through the rise of RAG, all the way to the agentic memory systems being built today.

​This isn't a lecture. It's a guided discussion with people building with these systems right now. Expect honest takes, good questions, and the kind of conversation that doesn't happen in conference halls.

​We'll cover:

• ​Why RAG was a breakthrough — and where it still falls short

• ​How storage and retrieval have gotten smarter

• ​What has been taking the place of RAG and how work

• ​Where agentic memory is heading and what's still unsolved

​Stick around after for Q&A and networking. The best part of these evenings is usually the conversations that happen over drinks.

​Whether you're an engineer, researcher, or just deeply curious about where AI is going — you'll fit right in.