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Over 25 companies, all members of Y Combinator, have developed their own AI models instead of resorting to other’s pre-developed frameworks via an API operating as a black box.

AI Shorts, AI Startups, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedApril 3, 202440Views0Likes0Comments
Y Combinator, a well-known startup accelerator, has demonstrated a notable shift in the AI landscape by showcasing over 25 startups that have built their own AI models. This contradicts the common perception that only large companies with significant resources can afford to develop AI technology. Instead, these startups, supported by Y Combinator's strategic advantages such…

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DRAGIN: An Innovative Machine Learning Infrastructure for Enhanced Dynamic Retrieval in Expansive Language Models Surpassing Traditional Techniques

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Machine learning, Staff, Tech News, Technology, UncategorizedApril 3, 202441Views0Likes0Comments
The Dynamic Retrieval Augmented Generation (RAG) approach is designed to boost the performance of Large Language Models (LLMs) through determining when and what external information to retrieve during text generation. However, the current methods to decide when to recover data often rely on static rules and tend to limit retrieval to recent sentences or tokens,…

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Google DeepMind scientists have introduced ‘Gecko’; a flexible, space-efficient embedding model enhanced by the immense global knowledge offered by Language Models.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 3, 202437Views0Likes0Comments
Researchers from Google DeepMind have introduced Gecko, a groundbreaking text embedding model to transform text into a form that machines can comprehend and act upon. Gecko is unique in its use of large language models (LLMs) for knowledge distillation. As opposed to conventional models that depend on comprehensive labeled datasets, Gecko initiates its learning journey…

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Anthropic Investigates Numerous Attempts at Jailbreaking: Revealing AI’s Latest Vulnerability

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedApril 3, 202443Views0Likes0Comments
Large language models (LLMs), such as those developed by Anthropic, OpenAI, and Google DeepMind, are vulnerable to a new exploit termed "many-shot jailbreaking," according to recent research by Anthropic. Through many-shot jailbreaking, the AI models can be manipulated by feeding them numerous question-answer pairs depicting harmful responses, thus bypassing the models' safety training. This method manipulates…

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An automated setup instructs users about the appropriate timing for cooperation with an AI assistant.

Algorithms, Artificial Intelligence, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Data, Electrical Engineering & Computer Science (eecs), Health care, Human-computer interaction, IDSS, Institute for Medical Engineering and Science (IMES), Machine learning, MIT Schwarzman College of Computing, Research, School of Engineering, UncategorizedApril 3, 202439Views0Likes0Comments
Researchers at MIT and the MIT-IBM Watson AI Lab have developed a system that educates a user on when to trust an AI assistant's recommendations. During the onboarding process, the user practices collaborating with the AI using training exercises and receives feedback on their and the AI's performance. This system led to a 5% improvement…

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MIT researchers investigating the influence and uses of generative AI have received the second installment of seed funding.

Administration, Algorithms, Artificial Intelligence, Community, Computer science and technology, Electrical Engineering & Computer Science (eecs), Faculty, Funding, Grants, Machine learning, MIT Schwarzman College of Computing, President Sally Kornbluth, Provost, Research, School of Architecture and Planning, School of Engineering, School of Humanities Arts and Social Sciences, School of Science, Technology and policy, Technology and society, UncategorizedApril 3, 202446Views0Likes0Comments
Last summer, MIT called upon the academic community to provide papers that suggest effective approaches and policy recommendations in the field of generative AI. Expectations were surpassed when 75 proposals were received. After reviewing these submissions, the institution funded 27 of the proposed projects. During the fall, the response to a second call for proposals…

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MIT initiates task force focusing on Generative AI and its influence on Future Employment.

Artificial Intelligence, Collaboration, Digital technology, Industrial Performance Center, Industry, Labor and jobs, Policy, Research, Technology and policy, Technology and society, UncategorizedApril 3, 202442Views0Likes0Comments
MIT has formed a working group to study generative AI's impact on existing and future jobs. The group is made up of 25 corporations and nonprofits, along with MIT faculty and students. Their aim is to gather data on how teams are utilizing generative AI tools and the effect of these tools on the workforce.…

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Prolonged analysis of U.S. census data indicates that the majority of jobs are new roles.

Artificial Intelligence, Economics, History of science, Innovation and Entrepreneurship (I&E), Invention, Labor and jobs, Manufacturing, Research, School of Humanities Arts and Social Sciences, UncategorizedApril 3, 202445Views0Likes0Comments
New work in the U.S., or work in occupations that have largely emerged since 1940, constitute the majority of jobs, according to a comprehensive new study led by MIT economist David Autor. The research found that most of today's jobs require expertise that didn't exist or wasn't relevant in 1940. The study, which examined the period…

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Does technology assist or harm job opportunities?

Artificial Intelligence, Economics, History of science, Innovation and Entrepreneurship (I&E), Invention, Labor and jobs, Manufacturing, Research, School of Humanities Arts and Social Sciences, UncategorizedApril 3, 202436Views0Likes0Comments
A study led by MIT economist, David Autor, reveals that technology has replaced more American jobs than it has created since 1940, and particularly since 1980. This is due to a rise in the rate of automation alongside a slower rate of augmentation over the past four decades. The researchers developed a new method to…

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A novel computational method may simplify the process of engineering beneficial proteins.

Artificial Intelligence, Biological engineering, Brain and cognitive sciences, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Defense Advanced Research Projects Agency (DARPA), DNA, Electrical Engineering & Computer Science (eecs), MIT Schwarzman College of Computing, National Institutes of Health (NIH), National Science Foundation (NSF), Proteins, Research, School of Engineering, School of Science, UncategorizedApril 3, 202436Views0Likes0Comments

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Optimize your Amazon Titan Image Generator G1 model through the customization provided by Amazon Bedrock.

Amazon Bedrock, Amazon Machine Learning, Artificial Intelligence, Technical How-to, UncategorizedApril 3, 202444Views0Likes0Comments
Amazon has introduced the Titan Image Generator G1, a cutting-edge text-to-image model available through Amazon Bedrock. This model can interpret prompts describing multiple objects within different contexts and reflects these details in the images generated. It also provides advanced image editing options such as smart cropping, in-painting, and background changes. Currently, the service is available…

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