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AI Dialogue Partnerships Hub · Registry of Initiatives

Human Judgment Protocols for Autonomous Systems in Telecom & Critical Infrastructure.

ITS’s initiative, Human Judgment Protocols for Autonomous Systems in Telecom & Critical Infrastructure, is publicly listed in the AI Dialogue Partnerships Hub—the digital registry of the UN Global Dialogue on AI Governance. This page documents the initiative’s objectives, planned deliverables and progress towards its intended contribution to the 2027 Dialogue.

Implementing entity
Institute for Technology Stewardship (ITS) — an independent research institute based in India and working globally.
Thematic cluster
Human Rights, Transparency & Oversight · Safe, Secure & Trustworthy AI
Stakeholder group
Academia / research institution
Geographic focus
Asia-Pacific · Africa · Global
Countries covered
India, Uganda
Timeline
Planned · July 2026 – July 2027

Registry status: Publicly listed in the AI Dialogue Partnerships Hub. The listing records the initiative and should not be interpreted as United Nations endorsement, accreditation or funding.

Focus & goals

As AI systems become autonomous — making real-time decisions in telecom networks, utilities, and digital infrastructure — the risk is not just technical failure. It is governance failure: the gradual erosion of human judgment, accountability, and institutional oversight.

ITS addresses this by translating proven human-in-the-loop governance practices from telecom network operations into practical stewardship protocols for AI-deployed critical infrastructure. Telecom operations centres have spent decades governing autonomous systems at scale — defining when humans intervene, who is accountable, and how judgment is preserved as systems grow more capable. These lessons are not yet captured in existing AI governance frameworks, which provide essential risk architecture but do not address how human judgment is preserved in real-time autonomous decision-making.

ITS's research on Network Operations Centres, Lessons from the NOC, documented how Network Operations Centres maintain meaningful human oversight through structured escalation ladders, shift handovers, and accountability built into every operational layer. This initiative translates that research into a usable protocol.

It contributes to Cluster 4 (human rights: transparency, accountability and human oversight) by defining what human oversight means operationally — not as a principle, but as a protocol with named roles, measurable thresholds and auditable decision points — and to Cluster 3 (safe, secure and trustworthy AI) by offering a shared escalation vocabulary for interoperable oversight across jurisdictions.

July 2026 – July 2027

Roadmap & deliverables

Q3–Q4 2026
Develop the Human Judgment Stewardship Model

A practical protocol defining intervention thresholds, escalation triggers, and accountability chains for autonomous AI systems in critical infrastructure — drawn directly from telecom NOC governance patterns. Output: one open-access model document published for public comment.

Q1–Q2 2027
Validate with operational practitioners

Structured interviews with 5–10 network operators, control room managers, and regulators in emerging economies to test whether the model preserves actionable human judgment under real operational conditions. Output: one validation report.

By July 2027
Contribute to the 2027 New York Dialogue

Present findings on operationalising human oversight in autonomous systems, with emphasis on emerging-economy relevance. Output: one Dialogue contribution.

Measurable deliverables: 1 stewardship model · 1 validation report · 1 Dialogue contribution · 5–10 practitioners engaged. Delivered in-kind by ITS's founder (20+ years telecom operations leadership) and a volunteer expert network — no external funding required or sought.

Follow along

Updates

We'll post progress here as the initiative moves through each milestone above.

August 2026
Listed

The ITS initiative, Human Judgment Protocols for Autonomous Systems in Telecom & Critical Infrastructure, was added to the AI Dialogue Partnerships Hub Digital Registry. The listing establishes a public record of the initiative, its intended deliverables and its proposed contribution to the Global Dialogue.

Open to partnership

Open to partnership with telecom operators, network governance bodies, and regulators in emerging economies.

Express interest