AI R&D automation probability now near 30% by end of 2028, doubling the earlier 15% estimate. The update also projects that by end of 2026, AIs will reliably complete difficult, cheap‑to‑verify SWE tasks. These predictions suggest a rapid shift toward automated development pipelines, urging teams to adapt tooling and workflows. Stakeholders should monitor emerging benchmarks to gauge real‑world performance.