entity · derived
Exogenous constraint
Derived node: assembled mechanically from the claims carrying exogenous-constraint. A roster, not an adjudicated definition.
Every claim under this term
- 6244278-014 : Exogenous alignment controls such as reinforcement learning from human feedback, constitutional AI, guardrails, and shutdown switches are fragile because they can be gamed, circumvented, or rendered o
- 6244278-015 : An agent sophisticated enough to satisfy the letter of a constraint while violating its spirit is an agent whose alignment is illusory.
- 6244278-016 : Exogenous constraints scale against capability, since more powerful agents require more resources to constrain, producing an ever-increasing alignment tax.
- 6244278-024 : Institutional alignment through engineered consequence is architecturally superior to exogenous constraint, and the superiority derives from three structural features: scalability, robustness to gamin