By EOY 2028, the author now estimates a 30 % probability that full AI R&D automation will occur, up from an earlier 15 %. The update also projects 50 % reliability on hard but verifiable software‑engineering tasks by EOY 2026. These faster timelines suggest developers and policy makers should tighten oversight and accelerate safety research.