I photographed a mystery coat of arms on vacation and asked a handful of AI models to identify it. Their reasoning traces show the difference between a model that backtracks and one that doubles down.
Developers often follow a plan that assumes that learning is done before they start writing code. This is similar to choosing a destination and then walking with closed eyes. Keep your eyes open by planning experiments instead.