Events / Chicago

Total Recall Is Overrated: What Agents Should Learn from How We Forget

A Chicago Loop talk by Adam Lupu arguing agent memory systems should borrow the lossy, associative structure of human memory rather than aim for perfect recall.

Tue, Jul 28, 6:00 PMChicago Loop, Chicago, Illinois

Why it matters

How an agent stores and retrieves memory shapes both its reliability and its running cost, making memory architecture a core design decision, not a footnote.

The tokenmaxxing angle

Perfect-recall agent memory means ever-growing context to stuff into every call; a deliberately lossy, associative memory design is essentially a token-spend reduction strategy dressed up as cognitive science.

From the organizers

Speaker Adam Lupu presents at the Teamworking by TechNexus space on the 12th floor of the Civic Opera Building, guests directed straight up without lobby check-in.