context graph

“And we also believe, and we'll talk about it more, that it's unique and new, and it's not well suited for incumbents.”

“New categories, I think they emerge when there's a new unit of value worth, you know, storing. And I think the difference here is that decision traces are sort of captured as part of the execution path and not sort of defined up front in all these like worksho…”

“Existing systems of agents, products actually have a very unique advantage because they're not bound by a business process. They're not bound by an existing data store. They're in the orchestration path. And being in the orchestration path for automation of a …”

“We think context graphs, because they have to emerge from the automation of a specific set of tasks or business processes. Like no one's going to do or can do the work to say, let me capture all the decision tracing organization and put them in one universal c…”

“There is an intermediate abstraction Which we call context graphs, which is the accumulation of decision traces. And this incumulated abstraction, in our opinion, will be the one that will matter the most over the next decade. It's the enduring layer for the m…”

“And so where the unstructured data is such a large part of it and conversation data is such a large part, most likely the context graph will actually consist of small models. The context graph itself is a model layer. Like you use that data to train a set of m…”

“Look, we believe that a year from now, You will actually have hundreds of context graphs in production at scale.”

“And if generally we're in the kind of space right now of trying to shift decision-making from, you know, kind of human brains into agentics brains, right? It used to be from wetware to software. I don't even know what to call kind of the LLMs now, right? Into …”

“So, so, so maybe, okay, maybe one sort of, I'll put this in my own words is agentic memory is sort of the stuff that you've done with the agent. And then the context graph is the stuff that you've done with everyone else. Because I think actually there's a lot…”