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A study by MIT Lincoln Laboratory suggests that formal specifications, despite their mathematical precision, are not necessarily interpretable to humans. Participants in the study struggled to validate AI behaviors using these specifications, indicating a discrepancy between theoretical claims and practical understanding. This highlights the need for more realistic assessments of AI interpretability.