TFIE004 ML04: What do you do with a bigoted AI velociraptor?

This is another article in the series David Clement and I are collaborating on to introduce interesting aspects of machine learning in its current state. Our foil is a fictional neural net driven robotic velociraptor, because what’s more fun than a terrifying AI predator? Articles so far have introduced its mechanical body and sensorium, its neural net architecture and explored how it might learn to play goalie. And now, it’s turned out to be a racist. What could possibly go wrong?