In Arca’s ten-day processes, agents use persistent long-term memory and daily reflection to track the current state of the world.

“Yeah. Um, another int-interesting one. So, um, this is similar to how humans work in, in, in, uh, in our industry, is there is a process that we're tracking over ten days.”

“And so our agents, with our kind of like long memory persistence, plus the daily reflection on what is happening, um, reflect on where the, the state of the world is at the moment.”