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Hybrid architecture

A real multi-agent system that does not fit cleanly into one of Topic 8.1's three named patterns, requiring the relevant sub-audit run separately on each matching portion rather than a single forced label, per the primary's own caveat that "there is no universally correct architecture for a multi-agent setup" (MGF v1.5, p.8) (see Topic 8.1).

Defined in 3 GAGE programs, which carry 4 distinct definitions of it. The wording above is taught in Agentic AI Governance: Applied Mastery.

How each discipline defines it

The same term does different work depending on who is using it. These are the definitions as each program teaches them, unedited.

Engineering Judgment and Professional Formation

A multi-robot system design that combines a swarm handling one part of a task (typically the genuinely parallel, low-risk, or access-limited part) with a single robot, a smaller centrally coordinated fleet, or a human crew handling another part (typically the sequential, high-precision, or safety-critical part), rather than forcing the entire task into one pure architecture.

Agentic AI Governance: Applied Mastery

A real multi-agent system that does not fit cleanly into one of Topic 8.1's three named patterns, requiring the relevant sub-audit run separately on each matching portion rather than a single forced label, per the primary's own caveat that "there is no universally correct architecture for a multi-agent setup" (MGF v1.5, p.8) (see Topic 8.1).

Foundations of Robotics and Physical AI

A robot control architecture that combines reactive and deliberative elements, typically running a fast reactive layer for immediate safety and stability alongside a slower deliberative layer for mission-level decisions. The majority of capable modern robot systems use hybrid architectures.

Engineering Judgment and Professional Formation

A system design that layers a generalist or learned component, typically responsible for flexible perception or reasoning, with a bounded classical component, typically responsible for safety-critical execution, rather than relying on either approach exclusively.

Where it is taught

The exact lessons this term appears in. The first 7 topics of every program are free with a free account.

Terms it appears with

Not an alphabetical neighbourhood: these are the terms taught in the same lessons, ranked by how often they appear together.