From navigating unfamiliar terrain and dangerous weather conditions to working in risky situations, AI could be of enormous aid to first responders and the military if AI systems could react appropriately when something significant and unexpected occurs, without needing to be retrained on a large data set.

Hackathons, where developers meet up to do some collaborative programming, are a great venue for problem-solving and creativity. They give employees the potential to get ideas out there that could pay off big, work the bugs out of new technology, and increase morale—and, best of all, they can be held anywhere.

Many new project fields look simple from a distance because we only see the outputs and interfaces. But corner cases, bad data, users with special needs, regulations—getting inside a new knowledge domain and teasing out the special cases and unhappy paths is a skill. This is why business analysts are so important.