Transformer²: Self-Adaptive LLMsJanuary 15, 2025 Summary Adaptation is one of the most remarkable phenomena in nature. From the way an octopus can change their skin color to blend into its surroundings, to how the human brain rewires itself after an injury, allowing individuals to recover lost functions and adapt to new ways of thinking or moving. Living organisms exhibit adaptability that allows life to flourish in diverse and ever-changing environments. In the field of AI, the concept of adapt...