Human-AI Partnership
A shared operating model for people and agents
ELI Labz builds collaboration patterns so Intelligent Machine Systems (IMS) can augment Human Crews and AI agents with lifelike reasoning, memory, and collaboration.
Cognitive Offload
Agents reduce mental burden by tracking context, organizing information, and anticipating useful next steps.
Shared Context
Humans and agents work from a common memory and evidence base, so nothing gets lost in translation.
Adaptive Handoff
Agents know when to act, when to ask, and when to escalate - keeping humans in control.
Collaborative Intelligence
The goal is not replacing humans, but creating a Human + Agent operating model.
Socratic learning
Ask better questions. Build better agents.
- What should the agent remember?
- What should the agent never do alone?
- What evidence proves success?
- What failure modes matter most?
- Where should human judgment remain central?