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Holy shit. AI agent just learned to fix a quantum computer. 🤯 “This is how the era of self-maintaining machines begins.” Anthropic’s Claude AI agent developed software that can automatically recover drifting lasers used in QuEra’s neutral-atom quantum computers. “Researchers connected Claude to real laboratory hardware through Anthropic’s Model Hardware Standard (MHS), allowing it to modify control software, run experiments, analyze measurements, and improve its strategy.” “The laser’s frequency must remain extremely precise to reliably control the atoms used as quantum bits.” “A process that could take human specialists about 5–10 minutes was reduced to just 0.9–5.4 seconds for smaller disturbances and about 10–14 seconds for the hardest mode-hop events.” 🤯 “The AI-developed controller successfully recovered the correct laser lock in 695 of 700 tests, achieving a 99.3% success rate across 7 disturbance classes.” “During testing, the system also encountered 43 naturally occurring laser mode hops and recovered from all 43 without human intervention.” “Claude then optimized 12 interdependent laser-control parameters across approximately 12,500 evaluations, reducing residual frequency noise by about 5×.” “During a roughly 19-hour unattended test, the optimized system experienced zero lock drops, compared with about 1.6 lock drops per hour before optimization.” “Claude also autonomously commissioned a second laser wavelength in a single unattended overnight run, a process that would normally require weeks of hands-on specialist work.” “For decades, humans built machines that needed us to fix them. Now, we’re teaching machines to help fix themselves. 🫡♥️!

SciTech Era

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