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Algorithms

A novel approach to computer vision accelerates the screening process of electronic components.

Solar cells, transistors, LEDs, and batteries with boosted performance require better electronic materials which are often discovered from novel compositions. Scientists have turned to AI tools to identify potential materials from millions of chemical formulations, with engineers developing machines that can print hundreds of samples at a time, based on compositions identified by AI algorithms.…

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Implementing AI for individuals facing challenges to find solutions.

While at MIT Media Lab in 2010, Karthik Dinakar and Birago Jones developed a machine learning tool destined to help content moderation teams at tech companies like Twitter and YouTube. The project excited many, leading to a demonstration at a White House cyberbullying summit. However, the system tripped over unconventional wording in teenage vernacular, revealing…

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A new AI model has the potential to enhance procedures in a robot-operated warehouse.

MIT researchers have developed a deep-learning model to improve the efficiency of warehouse robots. The team used a neural network architecture to encode features including the robots' paths, tasks, and obstacles in the warehouse. This enabled the model to predict where congestion was most likely to occur and take measures to counteract it. The groundbreaking method…

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Implementing AI to aide individuals encountering challenges.

In 2010, while studying at MIT Media Lab, Karthik Dinakar and Birago Jones developed a tool to assist in content moderation for social media platforms like Twitter and YouTube. The project, aimed at identifying concerning posts and potential cyberbullying, sparked enough interest to receive an invitation to a cyberbullying summit at the White House. However,…

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A new AI model has the potential to improve efficiency in automated warehouse processes.

MIT researchers have designed an artificial intelligence solution to help robotic warehouses operate more efficiently. Automated warehouses, which employ hundreds of robots to pick and deliver goods, are becoming more commonplace, especially in industries such as e-commerce and automotive production. However, coordinating this robot workforce to avoid collisions, while also maintaining a high operational pace,…

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Empowering individuals with challenges to harness the potential of AI.

Founded by MIT graduates Karthik Dinakar and Birago Jones, Pienso is a platform that allows non-specialists to build machine-learning models to address societal issues. The idea stemmed from their 2010 study at MIT's Media Lab, where they developed a content moderation tool for companies like Twitter and YouTube. The innovation got companies excited and the…

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