Lance,

I wanted to thank you for your advice. Your argument about the need to define what words do versus what they should do is really powerful.

Following our discussion, I conducted a thorough semantic and functional decomposition of axioms 1, 2, and 3. My goal was to identify the exact “work” that each cluster of words performs in the latent space of the model—not as instructions, but as…