AI History Suggests Automating R&D Won't Necessarily Trigger a Step Change

Jsevillamol · x · 2026-08-08

The author cautions against the prevailing assumption that automating AI R&D will automatically result in a dramatic step change for the industry.

Looking back at AI history, many milestones expected to be transformative once crossed—such as beating humans at chess, passing the Turing test, or solving novel math problems—did not ultimately trigger the anticipated paradigm shifts. This historical context suggests we should be skeptical of assuming that AI automating its own development will instantly lead to an explosive leap in capabilities.

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