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" ... For example, a heuristic for model-based interpretability is "simulatability": whether or not a human is able to internally simulate and reason about the model's entire decision-making process [13]. Yet there is no way to consistently quantify this heuristic, or any of the potentially dozens of interpretability measures. The development of interpretable AI is on a random walk without metrics to guide and measure progress. ... "