Machine Teaching Will Drive Crowdsourced Cognition into the AI Pipeline

Building high-quality artificial intelligence (AI) is hard work. It's a specialized discipline that historically has required highly skilled specialists, aka data scientists. Any time you require some highly skilled, highly paid practitioner to accomplish something of value, you've introduced a bottleneck into that process. That explains why there's been such a huge push for machine learning (ML) automation. It also explains why many organizations are seeking to democratize these functions to less skilled personnel.