Scientists have created a new system called SAGA that allows people to control their computer programs, known as "agents", from interacting with each other in ways that might be malicious. This system provides an extra layer of security and helps prevent bad behavior by letting users decide who can talk to each other and what they can do together.
Read Full Paper →The researchers created a new way to select the most useful training data for large language models, using a system that learns what data is most relevant by comparing small groups of examples. This approach allows large language models to perform well on specific tasks without needing to be trained on all the available data, which can save time and resources while still achieving good results.
Read Paper →The researchers created a new way for computers to understand images by identifying key events and objects,.
Read Paper →A team of experts created a computer system that mimics how doctors work together to diagnose patients by breaking down complex medical notes into smaller parts. This new system could lead to more accurate diagnoses and better patient care, as it's designed to consider multiple perspectives and conflicting evidence when making decisions.
Read Paper →Scientists developed a new planning system that helps machines make decisions in complex situations without needing to learn specific skills beforehand. This planning system, called the Tree-guided Diffusion Planner (TDP), is more effective than current methods and allows machines to adapt quickly to new tasks and environments.
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