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AlphaWrite: AI that improves at writing by evolving its own stories
You can try AlphaWrite out here Code Repository: AlphaWrite on GitHub
Our method addresses a critical gap in the field: while we can easily scale compute for tasks with clear correctness criteria, creative domains have lacked principled approaches for leveraging additional inference resources. This recursive approach theoretically enables continuous self-improvement, where each iteration builds upon the strengths of the previous generation, potentially leading to increasingly sophisticated capabilities without additional human-generated training data. Targeted Generation: By incorporating specific rubrics, Alpha Writing can optimize individual components of larger works—generating compelling introductions, crafting precise technical explanations, or developing persuasive conclusions.
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