As recommended in #StrategicReflectivism (https://doi.org/10.48550/arXiv.2505.22987), #AI models can increase efficiency by tactically reflecting on initial answers.

There are a few ways to do this with #LLMs.

Kim et al. recently tested "metacognitive behavioral tuning": https://doi.org/10.48550/arXiv.2602.22508

Here's another one using reward models: https://doi.org/10.48550/arXiv.2603.20212

Sidenote: "First token PERDITION" made me laugh — reinforcement learning meets Christian theology!

#cogSci #CompSci #religion