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Project 005

AI — Constraint-First Computation

Fixed Irreversible Condition

Catastrophic trajectories must be deleted upstream via hard constraints, not managed after emergence.

Target Scale

Years3–10 years
Generations1 generation
CapitalCompute & governance design

Reality Connection

What is fixed now

  • Constraint layer precedes capability.
  • Forbidden trajectories enumerated.
  • Legitimacy encoded structurally.

Evidence artifacts

  • Constraint schema draft
  • Failure trajectory taxonomy
  • Governance binding memo

Phase gates

Concept
  • Define catastrophic states.
  • Specify refusal conditions.
  • Formalize constraint logic.
Prototype
  • Demonstrate constraint enforcement.
  • Test bypass resistance.
  • Measure performance impact.
Deployment
  • Bind constraints institutionally.
  • Audit irreversibility.
  • Prevent rollback.