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Empowering individuals with challenges by providing them access to Artificial Intelligence.

Algorithms, Alumni/ae, Artificial Intelligence, Data, Innovation and Entrepreneurship (I&E), Machine learning, Media Lab, School of Architecture and Planning, Startups, UncategorizedMay 25, 202433Views0Likes0Comments
In 2010, Karthik Dinakar and Birago Jones, students at the Media Lab, teamed up to create a tool designed to aid content moderation teams at companies including Twitter and YouTube. The project generated widespread interest and soon they were invited to the White House to demonstrate their technology designed to identify concerning posts on these…

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The research paper on Machine Learning by Stanford and the University of Toronto Suggests Observational Scaling Principles: Emphasizing the Unexpected Forecastability of Complicated Scaling Events.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedMay 25, 202434Views0Likes0Comments
Language models (LMs) are key components in the realm of artificial intelligence as they facilitate the understanding and generation of human language. In recent times, there has been a significant emphasis on scaling up these models to perform more complex tasks. However, a common challenge stands in the way: understanding how a language model's performance…

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FairProof: An AI System that Incorporates Zero-Knowledge Proofs for Public Confirmation of Model Fairness While Ensuring Privacy

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedMay 25, 202429Views0Likes0Comments
With an alarming rise in the use of machine learning (ML) models in high-stakes societal applications come growing concerns about their fairness and transparency. Instances of biased decision-making have caused an increase in distrust among consumers who are subject to decisions based on these models. The demand for technology that allows public verification of fairness…

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The latest model recognizes medications that must not be combined.

Artificial Intelligence, Computer science and technology, Drug delivery, Machine learning, Mechanical engineering, Medicine, National Institutes of Health (NIH), Research, School of Engineering, UncategorizedMay 25, 202436Views0Likes0Comments
Oral drugs must pass through the lining of the digestive tract to be absorbed into the bloodstream and take effect. Certain proteins present in the cells lining the digestive tract, known as transporters, aid this process, but for many drugs, the specific transporters they utilize are unknown. This knowledge could enhance patient treatment regimens as…

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A novel method enables AI chatbots to engage in conversation throughout the day without experiencing any breakdowns.

Algorithms, Artificial Intelligence, Computer science and technology, Electrical Engineering & Computer Science (eecs), Human-computer interaction, Machine learning, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, National Science Foundation (NSF), Research, School of Engineering, UncategorizedMay 24, 202437Views0Likes0Comments
Researchers from MIT and other institutions have developed a method to prevent chatbot performance from deteriorating during prolonged human-AI interactions. The method, called StreamingLLM, is based on a slight modification to the crucial key-value cache (KV Cache) that is central to large language models employed by many AI-driven platforms. The KV Cache, similar to a…

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A novel method enables AI chatbots to engage in conversation throughout the day without experiencing any shutdowns.

Algorithms, Artificial Intelligence, Computer science and technology, Electrical Engineering & Computer Science (eecs), Human-computer interaction, Machine learning, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, National Science Foundation (NSF), Research, School of Engineering, UncategorizedMay 24, 202440Views0Likes0Comments
Researchers from the Massachusetts Institute of Technology (MIT) and partner organizations have developed a solution to address a key issue limiting the effectiveness of AI chatbots. Large language machine-learning models, such as ChatGPT, often crash or slow down during extended rounds of dialogue with humans. The study identified the cause of this problem as the…

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This small, secure identification label has the capacity to validate nearly anything.

Artificial Intelligence, Computer chips, Computer science and technology, Electrical Engineering & Computer Science (eecs), Electronics, Internet of things, Machine learning, MIT Schwarzman College of Computing, National Science Foundation (NSF), Research, Research Laboratory of Electronics, School of Engineering, Sensors, Supply chains, UncategorizedMay 24, 202435Views0Likes0Comments
A group of researchers from the Massachusetts Institute of Technology (MIT) have developed a revolutionary anti-tampering ID tag. Notably smaller and significantly less expensive than traditional radio frequency identification (RFID) tags, this evolution could revolutionize the way technology authenticates the legitimacy of a product. But how does it secure itself from the common issue of…

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This compact, secure identification label has the capacity to verify nearly everything.

Artificial Intelligence, Computer chips, Computer science and technology, Electrical Engineering & Computer Science (eecs), Electronics, Internet of things, Machine learning, MIT Schwarzman College of Computing, National Science Foundation (NSF), Research, Research Laboratory of Electronics, School of Engineering, Sensors, Supply chains, UncategorizedMay 24, 202432Views0Likes0Comments
A team of MIT researchers has created a cryptographic ID tag that boasts several advantages over existing technologies - spurring hope it will revolutionize supply chain verification. The tag is several times smaller, much cheaper, and offers better security than the radio frequency identification (RFID) tags currently used for product verification. The new tag uses…

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