From AI use cases observed at Amazon, problem-solving AI applications offer two types of practical value: cost reduction with efficiency improvement, or delivering new experiences.

The future of artificial intelligence is not about choosing between large language models or AI agents, but rather about their powerful fusion and complementary development.