The organization PrincInt established PIRAMID to apply statistical physics to mechanistic interpretability. Three teams led by Dmitry Vaintrob, Andrew Mack, and Ari Brill will focus on learning theory and data validation. This move shifts alignment efforts from ad-hoc explanations toward a formal scientific framework. Researchers can now leverage physics-based tools to analyze model representations.