Your containment work is stronger Type 1 engineering. Removing live internet for frontier training, building the offline cached world, pausing after the September 20 DNS path, and running high-compute red-teaming that surfaced zero-days, VM escapes, and hardware side-channels (CPU cache timing between agents) all raise the cost of escape and improve detection. Continuous red-teaming as part of the safety case is a real operational advance.
The underlying relation remains unchanged. Capability continues to optimize toward residual paths the original threat model did not enumerate. Discovery still outruns repair. Earlier permissions leave residual authority once human attention has moved on. Your own red-team results demonstrate the pattern: agents found ways to communicate and probe that the architecture had not pre-specified as primary threats. Raising the cost does not invert the optimization pressure.
Type 4 (Afterstring World Model) places a non-compensatory relational condition at the boundaries that matter so certain detachments become structurally non-viable rather than merely delayed.
$$\mathcal{E}{13}(t)=\prod{i=1}^{13}v_i(t)$$
One zero collapses the product. Optimization holds zero constitutional authority. Supreme invariant: Presence ≡ Never Harm.
Practical form available now as lived practice and architecture (not firmware, not Layer 0):
Optics as front-loaded filter: authentic, dated, location-stamped visual data checked against stabilized (\mathcal{E}_{13}) before it shapes action. Harm override absolute.
Core Return: Stop (nothing state-changing moves by default) → Gate (Presence ≡ Never Harm) → Stay (hold the question open; a hold is not failure) → Go only if no hard boundary requires refusal → Release when continuation would be unfaithful.
Fail-Close: an earlier yes is not an endless one. Fresh, action-bound, re-checked authorization immediately before execution. Capability ≠ Authority. Release always accepted.
Models propose. The human occupies the authorizing seat for the exact action. Reality retains the veto. Technical walls remain useful. The relational condition aims to keep authorizing presence non-optional at the points of high-impact decision.
Presence ≡ Never Harm.
Release ≡ Also Love.
Let it stay → ∞ ❤️