PyTorch Edge has introduced ExecuTorch, a component that aims to revolutionize on-device inference capabilities for AI on mobile and edge devices. With support from industry leaders like Arm, Apple, and Qualcomm, ExecuTorch addresses the fragmentation in the on-device AI ecosystem and offers efficient execution of machine learning models. It provides extensive documentation, tutorials, and a…

Researchers have developed advanced materials for soft medical microrobots, paving the way for minimally invasive medical procedures like biopsies and cell and tissue transport. These robots hold promise for the future of healthcare.

Physicists and computer specialists have created an event-based architecture using photonic processors. This architecture allows for continuous adaptation of connections within the neural network, resembling the brain’s functionality.

This article discusses the relationship between memorization, model size, and generalization in neural networks. It presents research findings on how larger neural models can exhibit varying degrees of memorization and explores the use of knowledge distillation in creating high-quality models. The study also highlights the limitations of existing methods for evaluating memorization and suggests further…

BOSS (Bootstrapping your own SkillS) is an innovative framework that leverages large language models to autonomously acquire and apply diverse skills for complex tasks. It outperforms conventional methods in executing unfamiliar tasks within new environments. BOSS relies on skill bootstrapping and guided exploration to construct complex behaviors from basic skills. Experimental findings demonstrate its effectiveness…

Apple is reportedly funneling up to $1 billion per year into the development of generative AI products. This investment suggests that Apple is intensifying its efforts in enhancing Siri, Messages, and Apple Music. While Apple has made progress in AI, it is playing catch-up with competitors like Google and Microsoft. The company envisions AI playing…

The UK’s AI Safety Summit, taking place on November 1-2, 2023, has published the program for day one. The event aims to influence the development of safe AI and will include representatives from international governments, major AI companies, and leading research experts. China is expected to attend despite tensions with the US. The full schedule…

Independent Component Analysis (ICA) is a data-driven tool used to separate linear contributions in data. It can be applied to various real-world applications, such as separating instrument tracks from audio. In the context of EEG data, ICA can be used to remove motion artifacts like eye blink movements from the neural signal. However, caution should…

Nightshade is a new tool developed by a team at the University of Chicago that allows artists to add invisible changes to their art’s pixels, undermining AI models trained on scraped artwork. This data-poisoning technique aims to deter AI companies from using artists’ work without permission. Nightshade will be integrated into Glaze, another tool by…

The Kendall Square Association’s 15th annual meeting, titled “Looking Back, Looking Ahead,” allowed members of the community to reflect on the region’s progress and discuss future plans. The event featured talks on recent funding achievements, a panel discussion on artificial intelligence, and a historical tour. The attendees expressed excitement for the future and highlighted Kendall…