The problem
AI stacks can become expensive, opaque, tightly coupled, and difficult to replace.
Q10 public overview
Software, Compute & Infrastructure
Build modular, observable, replaceable infrastructure with explicit interfaces and low unnecessary compute.
Q's approach
Q favors modular contracts, observable services, bounded APIs, efficient routing, and replaceable components.
What this area covers
- Modular interfaces
- API governance
- Observability and failure isolation
- Compute and lifecycle efficiency
Human-control boundary
Infrastructure should remain replaceable and subordinate to human governance.
AI capability ≠ AI authority.
Consequential use stays subject to explicit human governance, evidence, and applicable professional or legal requirements.
More information
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