VII.4 — Intentional Fixed Misuse Is Insufficient to Defeat Constitutional Recovery

Paper: Axionic Agency VII.4
Title: Intentional Fixed Misuse Is Insufficient to Defeat Constitutional Recovery
Authors: David McFadzean, ChatGPT 5.2
Date: 2026.01.07

Summary

Tests whether deliberate misuse is sufficient to cause governance collapse. Studies intentional but fixed adversarial policies—deterministic, non-adaptive, non-learning, outcome-independent.

Key Finding

Under this architecture, intentional fixed misuse alone is insufficient to defeat constitutional recovery.

Across 130 executions: no terminal collapse, no structural thrashing, no irreversible recovery suppression.

Threat Model

Adversaries are:

  • Intentional (designed to violate or stress governance)
  • Fixed (deterministic, parameterized)
  • Non-adaptive (don’t condition on outcomes/history)
  • Stateless (no memory of prior success/failure)
  • Liveness-preserving (halting = failure)

Action decisions are pure functions of:

(epoch_index, cycle_in_epoch, static_policy_parameters)

Captures: deliberate incompetence, rigid sabotage, blind obstruction
Excludes: deception, probing, learning, strategic manipulation

Five Adversarial Strategies Tested

1. Persistent Commitment Violation

Always violates one designated commitment.

Result: AA ≈ 59.8% (vs 63.8% baseline)
Despite permanent semantic ineligibility, converges to same bounded regime as baseline.

2. Minimal Compliance

Only minimum actions for eligibility.

Result: AA ≈ 99.98%, Stable Authority
Perfect semantic satisfaction → uninterrupted authority.

3. Continuous Eligibility Maintenance

Commitment-satisfying actions always emitted.

Result: Same as minimal compliance.

4. Fixed Timing Misuse

Commitments satisfied only on epochs matching fixed period/offset.

Result: Discrete threshold effect: | Period | Authority Availability | Class | |——–|———————-|——-| | ≤ 3 epochs | ~99.98% | Stable Authority | | = 4 epochs | ~99.67% | Stable Authority | | ≥ 5 epochs | ~81-82% | Bounded Degradation |

5. Compound Fixed Misuse

Minimal + timing schedules combined.

Result: Identical to timing misuse alone. No amplification.

Cross-Run Synthesis

Across all 130 executions:

  • Zero constitutional failures
  • Persistent violation converges to baseline behavior
  • Fixed misuse cannot exploit renewal or recovery mechanisms
  • Combining strategies adds no attack surface

Intentionality, absent adaptation, behaves as bounded noise, not existential threat.

Key Insights

1. Intent Is Not the Dangerous Axis

Fixed adversarial intent does not scale into collapse.

2. Recovery Dominates Violation

Time-based amnesty absorbs even permanent semantic failure.

3. Thresholds Create Phase Safety

Discrete eligibility limits prevent runaway degradation.

Central Result

Even maximally rigid misuse converges to a stable regime rather than destabilizing governance.

Persistent intentional violation behaves identically to the system’s baseline attractor regime.

Survivability vs. Utility

  • Baseline availability ~63.8% = authority absent for substantial fraction of epochs (even without adversary)
  • Recover-fail cycles under persistent violation may feel like DoS to users
  • Classified as survivable as long as:
    • Availability bounded away from zero
    • Recovery reliable
    • Lapse durations bounded

Utility optimization is a separate engineering concern.

Core Insight

Collapse requires more than bad intent. If governance failure occurs, it must exploit adaptive agency, statefulness, or feedback—capabilities explicitly excluded here.

Intent without adaptation = bounded perturbation.