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Technical University of Denmark

Researchers have discovered a new link between human and machine learning. In human cognition, conceptual categories have long been modeled as convex regions. Now, Tetkova et al. show that a similar pattern emerges in AI. During self-supervised pretraining, AI models develop convex conceptual regions—and the more convex these regions become, the better the model performs on specialized tasks during supervised fine-tuning.

AI Minds Think Like Ours Through Hidden Mathematical Shapes

Categories Brain & Behavior, Physics & Mathematics, Technology

Genetically engineered yeast cells can be used to produce the naturally occurring substance, alstonine, which has shown promising results in terms of being used in the treatment of mental disorders. Photo: Steve Gschmeissner.

Yeast cells can produce drugs for treatment of psychotic disorders

Categories Brain & Behavior, Health, Life & Non-humans

Exploding stars may have ushered in life on Earth

Categories Life & Non-humans, Space

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