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OpenAI claims its AI agents now contribute 3.1 workdays for every human researcher workday, achieving an "automated research intern" level, and predicts it will reach an "automated AI researcher" by March 2028. The company says agentic systems have accelerated progress toward recursive self-improvement, effectively scaling its research workforce from roughly 1,000 to an equivalent of over 4,000.