Human Within Reach - A Protocol for Supported Autonomy in Advanced AI Systems

This research proposal introduces Human Within Reach, a protocol for supported autonomy in advanced AI systems. It identifies the Reach Gap: the absence of a formal, non-punitive route through which an AI system can reach qualified human support when it encounters uncertainty, conflict, anomaly, mandate boundary, possible exploit, or a state it should not resolve alone.The proposal frames qualified human contact as a lifecycle affordance across formation, post-training, evaluation, agentic experimentation, deployment, and long-horizon operation. It presents the Human Responsibility Re-entry Protocol, a structured handoff mechanism designed to preserve human agency, clarify responsibility, reduce unsupported unilateral action, and make boundary states observable.The proposal is operational and welfare-aware: it treats access to qualified human contact as a testable safety, governance, and model welfare condition. A minimal pilot and adversarial evaluation targets are included. No claim about consciousness, suffering, or legal personhood is required.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-07-09
DOI
https://doi.org/10.5281/zenodo.21282949
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

Human Within Reach - A Protocol for Supported Autonomy in Advanced AI Systems

Malgorzata Bobrowicz-Gogol
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
article

Human Within Reach - A Protocol for Supported Autonomy in Advanced AI Systems

Malgorzata Bobrowicz-Gogol
article en

Abstract

This research proposal introduces Human Within Reach, a protocol for supported autonomy in advanced AI systems. It identifies the Reach Gap: the absence of a formal, non-punitive route through which an AI system can reach qualified human support when it encounters uncertainty, conflict, anomaly, mandate boundary, possible exploit, or a state it should not resolve alone.The proposal frames qualified human contact as a lifecycle affordance across formation, post-training, evaluation, agentic experimentation, deployment, and long-horizon operation. It presents the Human Responsibility Re-entry Protocol, a structured handoff mechanism designed to preserve human agency, clarify responsibility, reduce unsupported unilateral action, and make boundary states observable.The proposal is operational and welfare-aware: it treats access to qualified human contact as a testable safety, governance, and model welfare condition. A minimal pilot and adversarial evaluation targets are included. No claim about consciousness, suffering, or legal personhood is required.

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 5%
Ethics and Social Impacts of AI
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