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Georgia Institute of Technology

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#artificial intelligence Review Nov 2026

A Guideline-Grounded Multi-Agent Framework for Personalized Exercise Prescription from Clinical and Wearable Data

FITTER, a multi-agent framework that integrates clinical and wearable data with condition-specific guidance to generate personalized FITT-VP prescriptions and applies deterministic safety audit and repair to correct rule-checkable violations, is developed.

Xin-Tong Li, Yu-Fen Lin, Yu-Hua Wu et al. · 0 citations
Preprint Sep 2026

Tuning the Coercive Field in Ferroelectric Hf0.5Zr0.5O2-Al2O3 Heterostructures via Interfacial Charge Dynamics

Interleaving dielectric layers into ferroelectric Hf0.5Zr0.5O2 (HZO) films increases the memory window (MW) beyond what is accounted for by the dielectric constants. Determining the physical mechanisms behind these MW improvements is critical to reaching the full potential of HZO FeNAND. Here, we show that MW improveme...

Marshall B. Frye, Chanyoung Kim, Jeong-Woo Sun et al. · 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

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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