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Gen-Liang Zhu

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#artificial intelligence Preprint Oct 2026

Runtime Authorization of Self-Generated Subgoals in Long-Horizon Tool-Using AI Agents

Long-horizon tool-using AI agents create subgoals, replan, delegate work, and compose sibling results. Per-tool permission checks cannot establish that a changing goal graph remains within the principal-approved task. We address this authorization gap in a finite structured domain with one principal and one authorizati...

Gen-Liang Zhu, Chu Wang · 0 citations
#artificial intelligence Review Oct 2026

Language-Conditioned Token and Reasoning Efficiency in Large Language Models: A Paired Cross-Lingual Study Protocol

Large language models incur language-dependent representation and inference costs, but existing comparisons often conflate input language, assigned observable-trace language, and answer realization. We specify a prospective paired study that separates these interfaces while holding the semantic item, checkpoint, and an...

Gen-Liang Zhu, Chu Wang · 0 citations
#artificial intelligence Preprint Sep 2026

Fault-Tolerant Budget Conservation in Distributed Multi-Agent Delegation

An indistinguishability result shows that partition-local availability requires exclusive preallocation, and it is proved that ownership partition, ledger and effect conservation, descendant non-amplification, at-most-once settlement, late-completion safety, and partition confinement under explicit mediation, durabilit...

Gen-Liang Zhu, Chu Wang · 0 citations
Preprint Sep 2026

Runtime Authorization for Resources Acquired by AI Agents

A provenance-bounded runtime authorization architecture that quarantines acquired outputs, resolves their actual capabilities from authenticated provider evidence through a versioned resolver, and activates them only through a current activation transaction that checks the resolved manifest, provenance, epochs, and a d...

Gen-Liang Zhu, Chu Wang Accentrust, Georgia Institute of Technology et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Authorization Revocation for Long-Running AI Agents: Root-Scoped Quiescence under Delegation and Asynchronous Execution

Under stated assumptions, it is proved post-cut issuer non-expansion, support-sound projection, compositional soundness under exact channel conservation, independent-support preservation, merge-order independence, and crash/replay stability.

Gen-Liang Zhu, Chu Wang · 1 citation
#artificial intelligence Preprint Sep 2026

AcquireBound: Runtime Authorization for Resources Acquired by AI Agents

By acquiring compute, credentials, accounts, services, and other agents, autonomous AI agents can introduce new authority into a task. Payment, budget, OAuth, mandate, and fulfillment checks can validate transaction conditions without deciding whether a returned resource may become usable authority. This post-fulfillme...

Gen-Liang Zhu · 0 citations
#artificial intelligence Preprint Sep 2026

Versioned Transitive Dependency-Closure Binding and Operation-Time Effect Governance for Agent Skills: ClosureBound

This work presents ClosureBound, a reference monitor that prevents authorization transfer across material changes to this heterogeneous closure, and establishes metadata non-authority, closure determinism, version non-inheritance, effect non-amplification, bound-value freshness, and path invariance.

Gen-Liang Zhu, Chu Wang Accentrust, Georgia Institute of Technology et al. · 0 citations

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