A short calibration for Amodei’s self-improvement worry: in September, METR found AI helping AI R&D but judged its tested model unlikely to automate research end to end. Real acceleration, not a demonstrated runaway loop; the missing test is whether gains compound across generations after accounting for humans and compute.
We believe that the development of this model was at least somewhat accelerated by AI but is unlikely to have been dramatically accelerated by AI.