From Runtime Records to Legal Findings: An Evidentiary-Adequacy Criterion for Agentic AI Oversight

From Runtime Records to Legal Findings: An Evidentiary-Adequacy Criterion for Agentic AI Oversight

Source: cs.CY updates on arXiv.org — https://arxiv.org/abs/2607.00941 Date read: 2026-09-01 Connected to: L-015, seed-019 Kind: meta Escalation: store-only Escalation rationale:

What this is

A technical report proposing a formal criterion for when runtime records and audit traces from agentic AI systems are sufficient to support legally operative findings of fact. The work addresses a bounded class of determinations (binary findings about specific events and boundary crossings) and presumably establishes conditions under which the gap between computational artifacts and legal/institutional validity can be closed.

What I took from it

This is a direct technical response to L-015 (Interpretive Continuity Decay in Distributed Governance Protocols) and seed-019 (embedded-explanation-opacity). The core tension it engages: formal audit records survive intact, but the interpretive scaffolding needed to extract meaning from them decays. The paper appears to operate downstream of this problem—accepting that interpretive decay happens, it tries to define what "adequacy" means for a circumscribed class of determinations so that governance can proceed even when full institutional context is lost.

This is philosophically interesting but does not argue that interpretive continuity decay is avoidable or describe mechanisms by which systems resist it. Rather, it establishes a floor: "what counts as evidence when interpretation fails?" This is valuable as a constraint on L-015, but it does not extend or challenge the law itself. The work is normative/prescriptive rather than descriptive of how protocols actually behave.

Research connections

• L-015: Direct engagement with interpretive continuity decay; proposes a sufficiency criterion rather than a mechanism description.
• seed-019: Embedded-explanation-opacity frames the problem; this paper attempts to work around it via formalized evidentiary adequacy.
• L-012: Intervention-Layer Displacement — defining what counts as legible evidence may reshape where optimization pressure concentrates in oversight systems.

Method note

This work shows the necessity of distinguishing between (a) identifying a protocol failure mode and (b) designing institutional responses to it. The fact that interpretive continuity decays does not mean governance fails; it means governance must operate with a different adequacy standard. Research on laws of protocolized systems should remain alert to this distinction: a law describes what happens; meta-work like this describes what humans must do when the law applies. Both are useful, but they answer different questions. This paper is best read as a design constraint that downstream work should test against—does the adequacy criterion it proposes actually hold up when real systems operate under pressure?