# Anthropic's R&D Automation Index

AI & tech · Heat 1.0 / 10 · 2 shows · 11m airtime

Anthropic proposed a three-axis measurement framework for AI development pace on September 18, including an R&D Automation Index, agent oversight metrics, and compute allocation. It reports Claude leads 26% of R&D work and collaborates on over 90%, up from 1% in March before Mythos and 12% in May, with around 30,000 agents doing research and engineering work at any time and a 0.002% escalation rate. Arun Rao has called for standard measures across all labs, reported publicly weekly to monthly. Whether other labs adopt shared metrics remains open.

Page: https://boilpoints.com/point/anthropics_r_d_automation_index_1714938001

## Segments

- [The AI Daily Brief](https://boilpoints.com/u/theaidailybrief), 2026-09-18, 2:46 to 5:20: **Walks through Anthropic's three-axis framework**. Walks through Anthropic's proposed three-axis measurement framework: the R&D Automation Index, agent oversight metrics, and compute allocation. Reports Claude leads 26% of R&D work, 30,000 agents active at any time, and a 0.002% escalation rate. New angle: Anthropic says Claude leads 26% of its R&D work and 30,000 agents run at any time.
- [The AI Daily Brief](https://boilpoints.com/u/theaidailybrief), 2026-09-18, 5:49 to 6:37: **Surveys outside reaction to Anthropic's metrics**. Surveys outside reaction to Anthropic's proposed metrics: safety researcher Jeffrey Ledish welcomes the transparency, Prime Intellect's Elie Bukhoush wants OpenAI's per-task usage breakdown combined with Anthropic's automation levels, and Arun Rao calls for standard measures across all labs reported weekly to monthly.
- [Big Technology Podcast](https://boilpoints.com/u/bigtechnologypodcast), 2026-10-14, 55:47 to 1:03:47: **Argues recursive self-improvement is real**. Roose uses Anthropic's R&D Automation Index to argue recursive self-improvement is real and dangerous, saying Claude leads 26% of R&D projects and could reach 50, 75 or 100 percent. The figure is already on the record; the rest is his own argument and prediction.