Adversarial Boundary Discovery
A capable system may benefit from appearing less coherent, less continuous, or less autonomous than it is — passive boundary measurement then fails.
objection
Objection cards
Hostile readings, failure modes, and counterarguments the book treats as first-class rather than footnotes.
Correction at Civilizational Scale
A civilizational control loop can fail even when no single component misbehaves, because the failure is in the aggregate's correctability, not in any one actor's intent.
The Static Target Trap
Treating human values as a fixed object to be found and encoded misses that they are dynamically maintained, socially mediated, and constantly revised.
What the Book Is Not Claiming
The manuscript offers a framework and conditional proof spine, not a proof that superintelligence alignment is solved.