4 sources healthy · latest episode 9 Nov 2026
descriptive claim

The company's agents contribute to client memory systems, while a separate dreaming process reflects on the client's situation and updates those memories to support long-horizon tasks.

Aman Singh · Using Agents for Long-Horizon Financial Work — Aman Singh, Arca · 31 Oct 2026

In their words

The transcript segments this claim was taken from

“... that our agents contribute to. But also, there is a, a kind of really sort of dreaming process that reflects on the state of the world as it relates to Richard, the client-”
“... um, and is able to kind of like update these memory systems to, to persist long-horizon kind of tasks.”
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