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An improved, more efficient method to inhibit AI chatbots from delivering harmful responses.

Algorithms, Artificial Intelligence, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Defense Advanced Research Projects Agency (DARPA), Electrical Engineering & Computer Science (eecs), Human-computer interaction, Machine learning, MIT Schwarzman College of Computing, MIT-IBM Watson AI Lab, Research, School of Engineering, UncategorizedApril 10, 202438Views0Likes0Comments

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A Comparative Study of LlamaIndex and LangChain: Contrasting AI Frameworks

AI Shorts, Applications, Artificial Intelligence, Language Model, Large Language Model, Tech News, Technology, UncategorizedApril 10, 202445Views0Likes0Comments
In the continuously evolving realm of AI frameworks, two significantly recognized entities known as LlamaIndex and LangChain have come to the forefront. Both of them provide exclusive approaches to boost the performance and capabilities of large language models (LLMs), but address the varying needs and preferences of the developer community. This comparison discusses their key…

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Microsoft research team suggests that visualizing thoughts can enhance spatial reasoning in extensive language models.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 10, 202448Views0Likes0Comments
Large Language Models (LLMs), outstanding in language understanding and reasoning tasks, still lack expertise in the crucial field of spatial reasoning exploration, an area where human cognition shines. Humans are capable of powerful mental imagery, coined as the Mind's Eye, enabling them to imagine the unseen world, a concept largely untouched in the realm of…

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CodeEditorBench: An AI-based Mechanism for Assessing the Efficiency of Extensive Language Models (LLMs) in Code Modification Tasks.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedApril 10, 202437Views0Likes0Comments
A group of researchers have created a novel assessment system, CodeEditorBench, designed to evaluate the effectiveness of Large Language Models (LLMs) in various code editing tasks such as debugging, translating, and polishing. LLMs, which have greatly advanced due to the rise of coding-related jobs, are mainly used for programming activities such as code improvement and…

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Google has now made its advanced AI model, Gemini 1.5 Pro, available for public preview on the Vertex AI Platform within Google Cloud.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 10, 202433Views0Likes0Comments
Google has announced the public preview for its advanced AI model, Gemini 1.5 Pro, on its Vertex AI Platform on Google Cloud. This marks a significant step in AI evolution, particularly in how businesses utilize data. Gemini 1.5 Pro provides developers the largest existing context window for analyzing information, promoting unprecedented efficiency in building AI-operated…

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The team from MIT publishes research reports on the management of AI.

Artificial Intelligence, Computer science and technology, Electrical Engineering & Computer Science (eecs), Government, Machine learning, MIT Schwarzman College of Computing, Policy, School of Engineering, Technology and society, UncategorizedApril 10, 202434Views0Likes0Comments
A committee of leaders and scholars from MIT has developed a series of policy briefs aimed at establishing a framework for the governance of artificial intelligence (AI) in the U.S. The briefs propose extending existing regulatory and liability approaches in a practical manner to oversee AI. The main paper, titled “A Framework for U.S. AI Governance:…

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A computer programmer expands the limits of geometric concepts.

Algorithms, Artificial Intelligence, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Computer vision, Electrical Engineering & Computer Science (eecs), Faculty, Machine learning, MIT Schwarzman College of Computing, Profile, School of Engineering, UncategorizedApril 10, 202438Views0Likes0Comments
Over two millennia ago, Greek mathematician Euclid laid the groundwork for the modern understanding of geometry. Today, that work serves as the bedrock for researchers like Justin Solomon, who uses geometry to address complex problems - many of which seem unrelated to shapes at first glance. Solomon is an associate professor at MIT's Department of…

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Bridging the gap between design and manufacturing in the field of optical devices.

Artificial Intelligence, Biological engineering, Computer science and technology, Electronics, Machine learning, Mechanical engineering, MIT Schwarzman College of Computing, MIT.nano, National Institutes of Health (NIH), Research, School of Engineering, UncategorizedApril 10, 202443Views0Likes0Comments
Researchers at MIT and the Chinese University of Hong Kong have developed a machine learning-powered digital simulator for the photolithography process, frequently used in the manufacture of computer chips and optical devices. The team has built a digital simulator that can model the photolithography system based on real-world data, allowing for a greater level of…

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Deep neural networks demonstrate potential in being models for human auditory systems.

Artificial Intelligence, Brain and cognitive sciences, Hearing, Machine learning, McGovern Institute, National Institutes of Health (NIH), Research, School of Science, UncategorizedApril 10, 202436Views0Likes0Comments
Computational models that imitate how the human auditory system works may hold promise in developing technologies like enhanced cochlear implants, hearing aids, and brain-machine interfaces, a recent study from the Massachusetts Institute of Technology (MIT) reveals. The study focused on deep neural networks, machine learning-derived computational models that stimulate the basic structure of the human…

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Custom prompts for the RetrieveAndGenerate API are now supported by the Amazon Bedrock Knowledge Bases, along with the ability to configure the maximum number of results retrieved.

Amazon Bedrock, Announcements, Artificial Intelligence, Intermediate (200), UncategorizedApril 10, 202437Views0Likes0Comments
Knowledge Bases for Amazon Bedrock is a new feature that allows users to securely connect foundation models (FMs) to their corporate data for Retrieval Augmented Generation (RAG). This improves the precision of responses by providing access to a broader range of data without having to retrain the foundation models. There are two new features specific…

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VoiceCraft: An Advanced Neural Codec Language Model (NCLM), Designed on Transformer Principles, Showcasing Unprecedented Performance in Speech Editing and Zero-Shot Text-to-Speech.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 9, 202438Views0Likes0Comments
Researchers at the University of Texas at Austin and Rembrand have developed a new language model known as VOICECRAFT. This Nvidia's technology uses textless natural language processing (NLP), marking a significant milestone in the field as it aims to make NLP tasks applicable directly to spoken utterances. VOICECRAFT is a transformative, neural codec language model (NCLM)…

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LongICLBench Benchmark Assessment: Assessment of Broad Language Models in Prolonged In-Context Learning for Extreme-Label Categorization

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 9, 202440Views0Likes0Comments
Researchers from the University of Waterloo, Carnegie Mellon University, and the Vector Institute in Toronto have made significant strides in the development of Large Language Models (LLMs). Their research has been focused on improving the models' capabilities to process and understand long contextual sequences for complex classification tasks. The team has introduced LongICLBench, a benchmark developed…

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