Ferghana Polytechnical Institute

Exploring user trust in generative AI feedback in academic writing: a psychometric network analysis

Generative artificial intelligence is increasingly embedded in the academic writing practices of learners of English as a foreign language, yet research has commonly represented learner evaluations through construct averages. This exploratory mixed-methods study used psychometric...

A Taxonomy of AI Governance Approaches: Distinguishing Visibility, Alignment, and Authorization

The term “AI governance” has become semantically overloaded, applied indiscriminately to logging, guardrails, model alignment, dashboards, and policy workflows. This paper introduces a formal taxonomy that distinguishes three fundamentally different governance problems: visibilit...

The Override Asymmetry: Why ABSTAIN-Plus-Human-Override Is Not Guardrails-Plus-Human-in-the-Loop

Review-only human-in-the-loop and ABSTAIN with authorized resolution look alike in a workflow diagram. Both place a human near the moment an AI system might act, and both interrupt the action's path to execution. This technical note shows that the similarity is an artifact of dia...

Standing Eligibility versus Runtime Authorization: A Definitional Distinction for AI Governance

Standing Eligibility versus Runtime Authorization distinguishes two governance instruments that are frequently collapsed in AI governance discussions. A standing-status determination takes a certified referent as its object, produces a status, and has continuing temporal effect....

Wild Edible Morels in Uzbekistan: Ethnomycological Knowledge and Seasonal Use Across Wooded and Dryland Habitats

Wild edible morels are among the most recognisable spring fungi in Uzbekistan, yet their species‐level identity, locality‐based distribution and ethnomycological significance remain incompletely documented. This review synthesises evidence concerning Morchella esculenta (L.) Pers...

Standing Eligibility versus Runtime Authorization: A Definitional Distinction for AI Governance

Standing Eligibility versus Runtime Authorization distinguishes two governance instruments that are frequently collapsed in AI governance discussions. A standing-status determination takes a certified referent as its object, produces a status, and has continuing temporal effect....

Delegation of Authority to AI: Three Conditions for Defensible Automated Decisions

Delegation of Authority to AI states the conditions under which a licensed professional or regulated institution may route a bounded decision function through an AI system without treating the system as a licensed or independently accountable professional. The paper identifies th...