Fig. 2: Illustrative example highlighting properties of free energy ζ j, unfaithfulness \({{{{\mathcal{U}}}}}^{\, j}\), and interpretation entropy \({{{{\mathcal{S}}}}}^{\, j}\).
From: Thermodynamics-inspired explanations of artificial intelligence
a Strength of \({{{{\mathcal{S}}}}}^{\, j}\) contribution to ζ j can be tuned using θ. ζ j vs. j plots for three different θ = 9, 6, 4 are shown, resulting in minimums at j = 2, 3, 4, respectively. b\({{{{\mathcal{U}}}}}^{\, \, j}\) vs. j remains unaffected by θ. c\(\theta {{{{\mathcal{S}}}}}^{\, \, j}\) vs. j plot shows that the strength of the trade-off can be tuned by θ.
