AI systems can route messages, update records, make decisions, and trigger entire workflows across multiple apps without you touching anything. But as AI shifts more and more from being an assistive ...

On a recent executive outreach call, a leader from a large enterprise shared how their 120,000 users were actively involved in improving data quality across the organization. Intrigued, I reviewed ...

Ever since machine learning started to become real, we’ve calmed our nerves about it supplanting humans by proposing “humans-in-the-loop” systems. That’s often a good idea, but its nature is changing ...

A new systematic review finds that human involvement is not a temporary constraint but a structural necessity for ensuring reliability, accountability, and ethical alignment in modern AI systems.

AI systems are incredibly efficient, but what happens when they need to make critical decisions that could impact customers directly? This is where the concept of “Human in the Loop” (HITL) in AI ...

What is situated cognitive guidance (SCG)? A cognitive interaction pattern for live digital workflows refers to a mode of human–system interaction in which an AI system understands the live ...

For years, “human-in-the-loop” has provided the default reassurance when it comes to how artificial intelligence is governed. It sounds prudent. Responsible. Familiar. It is no longer true. We’ve ...