World-Model-Aware Responsibility Allocation in Heterogeneous Logistics Systems

World-Model-Aware Responsibility Allocation in Heterogeneous Logistics Systems

Source: cs.MA updates on arXiv.org — https://arxiv.org/abs/2607.14550 Date read: 2026-09-02 Connected to: L-012, L-005 Kind: content Escalation: store-only Escalation rationale:

What this is

A systems engineering paper proposing a framework (WMARF) for dynamic authority allocation in mixed autonomous-nonautonomous logistics. The core problem: when decentralized agents and centralized controllers hold divergent world models, fixed authority structures produce deadlock. The solution mechanically delegates authority to whichever node holds the most current model state.

What I took from it

This is a competent engineering response to a real coordination failure mode, but it operates within the assumption that world-model fitness is legible and arbitrable at runtime. The paper does not interrogate whether making this legibility computable creates new optimization pressures or shifts the locus of failure — it assumes that dynamic authority based on model recency solves the underlying problem.

The work is tangent to L-012 (Intervention-Layer Displacement) but does not develop it: the framework makes model-fitness a formal decision input, which should invite pressure to game or manipulate model confidence signals. Similarly, it touches L-005 (Gall's principle) but sidesteps it by treating the heterogeneous system as redesignable rather than evolved. The paper assumes the problem is authority allocation when it may actually be asymmetric observability — and solving the former without addressing the latter may simply relocate the deadlock to a higher layer (e.g., which agent's model is trusted as ground truth?).

Research connections

• L-012: The framework makes world-model fitness a legible, computable input to allocation decisions — creating an optimization surface where agents may distort confidence signals or model update rates to claim authority.
• L-005: Treats a complex evolved system (mixed autonomous/nonautonomous logistics) as redesignable; does not explore whether the deadlock is a symptom of deeper coordination constraints that cannot be eliminated by protocol reallocation.
• seed-069: Trust in model recency as a proxy for decision fitness; no interrogation of whether recency-based legibility becomes the actual optimization target.

Seed

Seed title: Model-Legibility Authority Ratchet in Heterogeneous Control Systems

Seed type: question

Seed text: In systems with mixed autonomous and centralized control, delegating authority to the agent with the most current world model creates a computable signal for which agents can optimize. Over time, agents may distort model-update rates, confidence calibration, or observability reporting to appear more epistemically current — not to improve decisions, but to capture authority. The framework solves deadlock at the cost of introducing a new failure mode: authority capture via legible epistemic performance. Does this pattern generalize to any distributed system where decision rights are algorithmically allocated based on a formally auditable state variable?