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#closed-loop2 articles
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AIBullishOpenAI News ยท Feb 57/105
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GPT-5 lowers the cost of cell-free protein synthesis

An autonomous laboratory system combining OpenAI's GPT-5 with Ginkgo Bioworks' cloud automation platform achieved a 40% reduction in cell-free protein synthesis costs through closed-loop experimentation. This breakthrough demonstrates AI's potential to significantly optimize biotechnology processes and reduce manufacturing expenses.

AIBullishOpenAI News ยท Oct 197/104
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Generalizing from simulation

New robotics techniques enable robot controllers trained entirely in simulation to successfully operate on physical robots and adapt to unexpected environmental changes. This breakthrough represents a shift from open-loop to closed-loop robotic systems that can react dynamically to real-world conditions.