BACKGROUND
Artificial intelligence (AI)-based systems show promise for assisting primary care providers (PCPs) with patient care. We aimed to evaluate the safety and quality of clinical conversations of a patient-facing conversational AI system, which engaged in real-world urgent primary care appointments.
METHODS
In...
P. Brodeur, Jacob M. Koshy, Anil Palepu et al.· The Lancet· 1 citation
This work test the reasoning capabilities of Neural Cellular Automata, networks of recurrent cells that use strictly local connectivity and asynchronous updates, and shows that NCAs are robust reasoners capable of dynamically modulating compute to recover efficiently from damage, and that they can scale to solve reason...
Mayalen Etcheverry, Pietro Miotti, Aidan Sirbu et al.· 0 citations
Advances to the artificial intelligence system AMIE enable it to manage disease across multiple visits while reasoning over a corpus of clinical guidelines and patient history, outperforming primary care physicians on management reasoning tasks.
A striking finding is reported: when interacting in stylized social dilemmas, foundation model agents engaging in optimal planning consistently converge to stable cooperation, directly contradicting classical game-theoretic predictions of mutual defection.
Alexander Meulemans, Maciej Wolczyk, Marissa A. Weis et al.· 1 citation
The findings suggest that AI holds significant potential to increase scientific productivity, however, as with other sectors, its ultimate impact will be governed by complex task interdependencies and investment into the elimination of emerging bottlenecks.
Mihai-Eugen Codreanu, A. Imas, Juan C. Mateos-Garcia et al.· 0 citations
By combining autonomous multimodal planetary data discovery with targeted model optimization, PPE lowers the technical barrier to planetary-scale analytics, enabling rapid, customized, expert-level deployment.
These results demonstrate an interactive feedback loop: environmental task demands actively shape the physical architecture of self-replication, while spontaneous replication alters the evolutionary trajectory of functional problem-solving.
F. Cicala, Eyvind Niklasson, E. Randazzo et al.· arXiv.org· 0 citations
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