This paper organizes how AI agents learn and improve into one simple map with four roads: A1, A2, T1, and T2.
Large language models usually line words up in fixed order slots, which can waste mental energy and make it harder to find the important parts of a long or noisy text.
Clinical conversations are special because they mix caring feelings with precise medical facts, and old AI systems struggled to do both at once.