Transcription
Memory architecture determines agent capabilities much more than model selection does. That's widely misunderstood.
And when you construct memory incorrectly, you're stuck re-explaining yourself forever, or you're stuck in a world where you know how to access memory and the agent doesn't. I believe we can make a stable memory system that is reasonably future-proofed, that enables us to plug in new tools via MCP server very efficiently. So, we don't have to keep updating our system.
And yes, I want to acknowledge something. Claude has memory now, ChatGPT has memory now, Grok has memory now, Google has memory now. These features are getting better all the time. But think about what they give you and what they don't. Claude's memory doesn't know what you told ChatGPT. ChatGPT's memory doesn't follow you into Cursor. Your phone app doesn't share context with your coding agent. Every platform has built a walled garden of memory, and none of them talk to each other.