Kocka.News EnglishThinkless: Fight against the Growing Resource Demands of AI
https://kocka.news/en/article/software/229/thinkless-fight-against-the-growing-resource-demands-of-ai
Thinkless: Fight against the Growing Resource Demands of AI
In recent months, major tech companies have announced a series of reasoning features in their models. However, the immense resource requirements of these systems quickly became apparent, causing the prices of such subscription services to soar. Researchers at the National University of Singapore (NUS) have developed a new framework called "Thinkless", which could significantly transform how large language models (LLMs) handle reasoning tasks. This innovative approach, created by Gongfan Fang, Xinyin Ma, and Xinchao Wang at the NUS xML Lab, enables AI systems to dynamically choose between simple and complex reasoning strategies—potentially reducing computational costs by up to 90%. The framework addresses a critical inefficiency in current AI reasoning methods and represents a major step toward more resource-efficient AI.
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