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Author

Ivan Flechais

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From Maturity Models to Ground Truth: Reconciling Cybersecurity Capacity Frameworks with Household-Level Governance Realities in the Global South

National cybersecurity and digital-governance capacity frameworks, most prominently the Cybersecurity Capacity Maturity Model for Nations (CMM), shape hundreds of millions of dollars in donor-funded governance investments across the Global South. Yet a persistent, under-theorised gap remains between state-level institu...

Wael S. Albayaydh, Ivan Flechais · 0 citations
Preprint Jul 2026

Beyond the Leaderboard: A Synthesis of Tool-Use, Planning, and Reasoning Failures in Large Language Model Agents

This paper synthesizes 27 benchmark, taxonomy, and audit papers (2023-2026), spanning 19 distinct benchmarks, into a cross-cutting taxonomy of agent limitations, the first synthesis that integrates evidence across tool use, planning, long-horizon reasoning, multi-agent coordination, safety, and measurement validity int...

Wael S. Albayaydh, Rui Zhao, Ivan Flechais · 1 citation

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