PCFBench finds frontier AI models lose reliability when estimating product emissions step by step
A new arXiv benchmark tests whether AI systems can estimate product carbon footprints reliably at each stage of the calculation. The authors report that models often appear more accurate on final totals than on the intermediate steps needed to produce them.