Ask AI a broad scientific question and established consensus usually sets the boundaries. Change the question by specifying the thermodynamics, interaction scale, geometry, and contributing physical channels, and the analysis can change with it. Frontier science exposes an important tension between statistical familiarity and precise physical framing, especially when newer frameworks remain underrepresented in the scientific literature AI encounters.
What AI Gets Wrong About Frontier Science, and Why It Matters
