AI models are slowly learning a skill humans take for granted: looking back at their own answers and asking 'Did I get this right?'. In this post, you will see how techniques like self-consistency, reflection, and 'LLM-as-a-judge' are turning chatbots and agents into self-checking systems you can actually build on today.