Claude Opus 5.5 Replicates Quantum Gravity Derivations in 10 Hours

1 reports archived1 independent sourcesupdated 10/25/2026, 12:17:00

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Physics professor Emre Onur Kahya fed his year-long, 500-page handwritten quantum gravity derivations into Claude Opus 5.5. The model replicated the entire calculation in just 10 hours, generating a 183-page detailed note with LaTeX source code and identifying multiple computational errors in the original dissertation. This case highlights the significant efficiency gains and potential error-correction capabilities of LLMs in complex scientific reasoning tasks.

LATEST/Physics professor Emre Onur Kahya fed his year-long, 500-page handwritten quantum gravity derivations into Claude Opus 5.5. The model replicated the entire calculation in just 10 hours, generating a 183-page detailed note with LaTeX source code and identifying multiple computational errors in the original dissertation. This case highlights the significant efficiency gains and potential error-correction capabilities of LLMs in complex scientific reasoning tasks.

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新智元 (微信公众号)T2Oct 25, 12:17·68 pts
Claude Opus 5.5 Replicates Quantum Gravity Derivations in 10 Hours
- Claude Opus 5.5 replicated 500 pages of handwritten quantum gravity derivations, which took a human one year to complete, in just 10 hours.
- The model generated 183 pages of structured notes and LaTeX code while also identifying computational errors in the original dissertation.
- This case demonstrates that LLMs have surpassed traditional human efficiency in handling long-chain, high-complexity symbolic reasoning tasks.
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