Memory & Context — A Deep-Dive Salon @ GeekHouse

Most AI events optimize for coverage: more talks, more demos, more people. This one optimizes for depth.
We're gathering a small group of researchers and builders for an afternoon of genuinely deep conversation about memory and context — the layer we believe will define the next era of AI. The setting fits the ambition: GeekHouse, the Los Altos home Mark Zuckerberg rented in 2004, where the earliest Facebook team lived and coded. Airbnb's Brian Chesky and other founders have built from here since. Few rooms in Silicon Valley have hosted more consequential thinking per square foot.
Questions we'll sit with:
What does "memory" actually mean for an AI system — storage, retrieval, or something closer to identity?
Context engineering beyond RAG: graphs, episodic memory, continual learning — what survives contact with production?
If intelligence is commoditizing, is context the last durable moat? Who owns the capture layer?
What would it take for an agent to know you the way a longtime colleague does?
No stage, no badge-scanning, no fireside clichés. Come with a strong opinion or a hard question.
Who should come: Researchers, founders, and engineers seriously working on memory, agents, context infrastructure, or AI-native hardware. We're keeping this intentionally small — RSVPs are approved on a rolling basis.