Dispelling the Mirage of Comprehension: MIT Reveals the Fallacy of AI’s Formal Specifications
MIT Lincoln Laboratory discovered that while formal specifications provide mathematical accuracy, they don't guarantee human comprehensibility. Participants faced challenges in confirming AI behaviors based on these specifications, exposing a gap between theoretical claims and practical interpretation. The study emphasizes the necessity for realistic evaluations of AI's interpretability.Despite high hopes, formal specifications don’t seem to...