When a manager sees a problem on their team, they often want to act quickly to correct it. But if you take a “fix it” mentality too far, while you might get past the initial impediment, you have done little to help the team work better in the future. Let's look at another approach, based on one of Aesop's Fables.

Of course a developer's primary job is to produce good code, but there's also a lot they can do to contribute to quality and test their code before it gets to a tester. Code quality techniques help developers write better code, more thoroughly understand their changes, and avoid builds with many easy-to-find problems.

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.