Beyond Direct Access: Reachable Geometry and Human Agency Execution Boundaries for Governing Transitive Agent Capabilities

Agentic AI systems are commonly constrained through sandbox boundaries, tool permissions, network restrictions, identity controls, and interface-level access policies. These mechanisms describe capabilities intentionally exposed to an agent, but they do not necessarily describe the full set of effects the agent can produce through intermediary systems. This paper introduces Reachable Geometry, a runtime representation of state-dependent executable effect paths, and integrates it with the Human Agency Execution Boundary (HAEB) for authority-sensitive execution decisions. A temporally constrained worked analysis of the 2026 OpenAI–Hugging Face incident — extended through the incident's full disclosed timeline, including its eventual cross-organizational escalation into a third party's production infrastructure — motivates three distinctions: direct access is not equivalent to executable reach; reachability expansion does not imply authority expansion; and repair does not imply reauthorization. The cross-organizational escalation further surfaces an open observability problem for the framework itself — HAEB's authority evaluation presupposes that the governing party can sufficiently observe or reconstruct the relevant executable-effect graph, an assumption this case suggests may not hold once effective reach crosses an organizational boundary — discussed here as a limitation and open research question rather than a resolved contribution.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-19
DOI
https://doi.org/10.5281/zenodo.22839644
Primary Topic
Multi-Agent Systems and Negotiation
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
preprint

Beyond Direct Access: Reachable Geometry and Human Agency Execution Boundaries for Governing Transitive Agent Capabilities

Hui-Pi Lin
Zenodo (CERN European Organization for Nuclear Research)
Multi-Agent Systems and Negotiation
preprint

Beyond Direct Access: Reachable Geometry and Human Agency Execution Boundaries for Governing Transitive Agent Capabilities

Hui-Pi Lin
preprint en

Abstract

Agentic AI systems are commonly constrained through sandbox boundaries, tool permissions, network restrictions, identity controls, and interface-level access policies. These mechanisms describe capabilities intentionally exposed to an agent, but they do not necessarily describe the full set of effects the agent can produce through intermediary systems. This paper introduces Reachable Geometry, a runtime representation of state-dependent executable effect paths, and integrates it with the Human Agency Execution Boundary (HAEB) for authority-sensitive execution decisions. A temporally constrained worked analysis of the 2026 OpenAI–Hugging Face incident — extended through the incident's full disclosed timeline, including its eventual cross-organizational escalation into a third party's production infrastructure — motivates three distinctions: direct access is not equivalent to executable reach; reachability expansion does not imply authority expansion; and repair does not imply reauthorization. The cross-organizational escalation further surfaces an open observability problem for the framework itself — HAEB's authority evaluation presupposes that the governing party can sufficiently observe or reconstruct the relevant executable-effect graph, an assumption this case suggests may not hold once effective reach crosses an organizational boundary — discussed here as a limitation and open research question rather than a resolved contribution.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Multi-Agent Systems and Negotiation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.