Thinking can also make the responses worse; AIs don't "overthink", instead they start throwing away constraints and convincing themselves of things that are tangential or opposite to the task.

I've often observed thinking/reasoning to cause models to completely disregard important constraints, because they essentially can act as conversational turns.