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the decoder · August 3, 2026

Two teams solve the same quantum crypto puzzle using GPT-5.6 within three hours

two researchers independently solved an unclonable encryption problem using openai's gpt-5.6 sol ultra, submitting papers just three hours apart. this collision highlights ai's growing role in accelerating research and challenges traditional notions of independent discovery.

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two groups of researchers, an mit phd student and a pair of professors from uc santa barbara and ucla, independently submitted papers on 'unclonable encryption' to arxiv.org within a three-hour window. both teams relied on openai's gpt-5.6 sol ultra to solve the problem, though they took different technical approaches to the quantum-based encryption method. this near-simultaneous discovery has forced the academic community to confront the implications of ai-assisted research, specifically questioning what constitutes an independent discovery when actors use the same proprietary model. researchers noted a fundamental change in workflow, with one scientist stating his current process has 'nothing to do with' how he worked just two months ago. the event suggests a future where ai models compress the time between scientific hypothesis and solution, potentially flooding journals with ai-generated insights and redefining the value of human intuition.

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