"AI companies are heavily integrating and deploying AI tools in their work and getting significant (but not insane) speed-ups from this. At the start of 2026, the serial research engineering speed-up was around 1.4x, but it's now reached more like 1.6x at OpenAI and Anthropic."
"Using AI tools provides as much of an engineering productivity increase as if people operated 1.6x faster when doing engineering, in addition to literal coding."
As of April 2026, AI companies are integrating AI tools into their workflows, resulting in productivity increases. The engineering speed-up has reached approximately 1.6x at OpenAI and Anthropic. This improvement is attributed to more capable models, better tooling, and adaptation in workflows. The integration of AI tools allows engineers to work as if they are operating 1.6 times faster. The post reflects a mix of speculative and grounded claims about the current state of AI and its impact on research and development.
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