Artificial intelligence

Machine Intelligence & Responsible Systems

Methods, systems, and governance for AI that earns trust.

ISSN pending Monthly (12 issues per year) Open access

Editorial intake: preparing

Current volume

Articles

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Perspective August 5, 2026 mi20260002

Documentation as Infrastructure for Accountable AI Systems

Jonathan King

This perspective examines documentation artifacts as operational infrastructure for accountable AI. The organizing question is how model, data, deployment, and incident records can remain connected across a system lifecycle. Ten related sch...

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Review August 5, 2026 mi20260001

Calibrated Abstention and Escalation in Foundation-Model Systems

Anthony Young

This review examines calibrated abstention and escalation in foundation-model systems. The organizing question is when a model should answer, defer, request evidence, or transfer control to a person. Ten related scholarly sources are synthe...

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