The difference is that exxon knew the risks but spent time and effort to sow doubt. This is exactly like how tobacco companies tried to muddy the waters on health effects of tobacco use. The oil companies could have acknowledged the problems of burning fossil fuel but it took them almost 20 years to even admit climate change is real
