Active Memory Pools

Shared realtime context for people and agents.

Active Memory Pools give collaborators a permission-filtered working set where observations, pending Claims, validated Facts, and tool results stay synchronized.

Participants
Humans, agents, tools
State
Observations, Claims, context packages
Policy
Fresh context with compartment filters

Task-scoped context

Load only the memories required for a specific incident, sales cycle, research project, or agent workflow.

Presence and observations

Agents and people can publish what they saw, mark pending Claims, and promote validated knowledge into durable memory.

No stale copies

Each collaborator works from the same authorized memory state instead of passing context through prompts and temporary files.

Realtime memory is not just websocket state. It is shared context with provenance, permissions, and a path back into durable institutional memory.