PhD Thesis on Open-Ended Discovery with LLMs

ParshinShojaee · x · 2026-07-17

The author shares that they have successfully passed their PhD defense, with a thesis titled Steps Toward Open-Ended Reasoning and Discovery with Language Models.

The dissertation revolves around a central question: Can LLMs genuinely participate in open-ended scientific discovery? If not at present, where exactly does the gap lie? The author notes that exploring this question has been their focus over the past few years, culminating in this final published work.

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