The Promise and the Problem

AI assistants can write calculation procedures, explain formulas, set up calculation templates, and check the logic of an approach in seconds. For engineers, this seems like an obvious productivity win. But AI tools also make arithmetic errors, misremember code values, hallucinate reference standards, and produce confidently wrong results — especially on calculations involving multiple steps, unit conversions, or lookup table values.