Governance · Concept
Agentic AI Governance: Systematic Literature Review
A systematic review synthesizes emerging governance priorities, mechanisms, and stakeholder roles for autonomously planning agentic AI systems.
Forecast horizon
Agentic AI governance frameworks will need to address autonomous planning and execution capabilities not covered by current AI regulations.
Connections
Connections · 6
How this node ties into the rest of the map, and the evidence behind each link.
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AI Agents Reshaping Knowledge Work The systematic review of agentic AI governance addresses the governance challenges arising from AI agents autonomously planning and executing knowledge work tasks.
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Accountability Asymmetry in Autonomous AI Systems Paper reframes autonomous agent trust as infrastructure reliability under accountability asymmetry.
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Accountability Asymmetry in Autonomous AI Systems Accountability asymmetry reframes autonomous agent trust as institutional infrastructure reliability rather than model punishment.
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Participatory System Mapping via Algorithm Registers Participatory mapping of algorithm registers offers a sociotechnical accountability method for public-sector AI.
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Authority Resolution Framework (ARF) The framework reframes agent governance from capability checks to contextual authorization provenance and scope.
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Institutional Red-Teaming: Deployment Rules as Safety Variables Institutional red-teaming methodology provides a concrete evaluation tool for the governance mechanisms identified in the agentic AI governance review.
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Signal sources
Dated facts from primary sources in this direction.
EU AI Act timeline Aug 2025
EU AI Act obligations for general-purpose AI models applied from 2 Aug 2025; high-risk obligations under Annex III apply from 2 Aug 2026.
EU AI Act — implementation tracker → First binding treaty May 2026
The Council of Europe Framework Convention on AI — the first legally binding international AI treaty — opened for signature in Sep 2024; the EU ratified it on 15 May 2026.
Council of Europe → UN scientific panel Aug 2025
On 26 Aug 2025 the UN General Assembly created an Independent International Scientific Panel on AI (40 experts) and a Global Dialogue on AI Governance.
United Nations →