The Data Driven Podcast welcomed Iva Gumnishka, the Founder and CEO of Humans In the Loop, a social enterprise that provides ethical humans-in-the-loop workforce solutions to power the AI industry.

Some of the topics that Iva and I discussed:

• Training artificial intelligence models
• Where humans come into play in object identification
• The use of neural networks
• The importance of taxonomies and classes
• Model iterations and data drift
• Data collection in controlled environments versus out in the wild
• Identifying an object versus understanding the meaning of that object
• Data annotation is frequently undervalued but is extremely important