Amazon's security VP says human-in-the-loop AI governance fails because people normalize deviance. Google, Microsoft, and IBM are rethinking it too.

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 ...

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 ...

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 ...

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 ...

During the current great explosion of artificial intelligence in healthcare, there's a lot of talk about "human-in-the-loop," as a safeguard against the chance that ...

The potential of artificial intelligence (AI) to displace jobs and reshape our daily routines has spurred widespread concern. Despite this apprehension, a novel perspective is taking root, one that ...

Now that machine learning is becoming more and more mainstream, some design patterns are starting to emerge. As the CEO of CrowdFlower, I’ve worked with many companies building machine learning ...