I'm a huge fan of Karl Friston's work! A seemingly simple idea (viewing cognition as effectively Bayesian) with many interesting implications.

Really hope we'll see more energy based models after LLM hype dies out.( Not that it's been lacking, but LLMs sure stole the limelight).