By end of 2026, AIs will reach 50% reliability on easy‑and‑cheap‑to‑verify software engineering tasks, says the AI Alignment Forum. The update raises the probability of full AI R&D automation to nearly 30% by EOY 2028. Practitioners should monitor these timelines, as they signal a shift toward more automated development pipelines.