Spiceworks on MSN

The human-in-the-loop problem no one talks about

Human-in-the-loop systems were built on a simple premise: automation increases speed, but humans remain responsible for making vital decisions that shape production. That model still exists on paper, ...

Human-In-The-Loop AI Fails The Real-Time Test

Human-in-the-loop AI falls short in real-time systems, but “human-on-the-loop” models and edge-first design enable safer, ...
The BMJOpinion

Clinician in the loop: a flawed solution for AI oversight

David Toro-Tobon and colleagues argue that “clinician in the loop” is shifting responsibility for AI safety from developers ...
Supply Chain Management Review

From human-in-the-loop to human-on-the-loop: An AI agent architecture for proactive planning

The March/April 2026 issue of Supply Chain Management Review examines how supply chain leaders are managing supplier risk, circular supply chain design, AI-driven retail planning, CPG network ...
Forbes

Why Enterprises Are Shifting From Human-In-The-Loop To AI-In-The-Flow

For years, enterprise AI strategies have centered on a reassuring principle: keep humans in the loop. As algorithms became more capable, organizations relied on people to review recommendations, ...
War on the Rocks

Autonomous Weapon Systems: No Human-in-the-Loop Required, and Other Myths Dispelled

References by Pentagon officials, the think tank world, and various world leaders to autonomous weapon systems often cite a U.S. military policy requirement that doesn’t even exist. Published in 2012 ...