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The RAFT Method: Instructing AI in Language to Evolve into Field Specialists

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedMarch 23, 202439Views0Likes0Comments
Language models such as GPT-3 have demonstrated impressive general knowledge and understanding. However, they have limitations when required to handle specialized, niche topics. Therefore, a deeper domain knowledge is necessary for effectively researching specific subject matter. This can be equated to asking a straight-A high school student about quantum physics. They might be smart, but…

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Taipy: A Method for Overcoming Significant Obstacles in Your AI/Data Projects

Editors Pick, Promote, Python, Sponsored, Staff, Tech News, UncategorizedMarch 23, 202441Views0Likes0Comments
Over several years, successful AI software projects have hinged on algorithms based on Mathematical Programming, Simulation, Heuristics, ML, and generative AI. These projects have returned significant profits for several major organizations. However, many businesses outside the software industry still face challenges in implementing successful AI strategies. In many cases, CDOs may only produce "standard" data…

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Scientists from Northeastern University suggest NeuFlow: An Exceptionally Effective Optical Flow Design that caters to the need for high precision as well as concerns about computational expenses.

AI News, UncategorizedMarch 23, 202440Views0Likes0Comments
NeuFlow, a state-of-the-art optical flow architecture developed by a research team from Northeastern University, is set to change the game in computer vision. Traditional methods have often struggled to balance computational efficiency with accuracy, especially when running on edge devices. However, NeuFlow introduces a unique approach that combines global-to-local processing and lightweight CNNs (Convolutional Neural…

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Google AI presents PERL – A Reinforcement Learning Methodology that utilizes fewer parameters. This technique is capable of training a reward model and fine-tuning a language model policy using LoRA.

ML News, UncategorizedMarch 23, 202434Views0Likes0Comments
Google's team of researchers has introduced a new methodology called Parameter-Efficient Reinforcement Learning (PERL) that enhances the efficiency and applicability of Reinforcement Learning from Human Feedback (RLHF) models with Large Language Models (LLMs). The current RLHF process is computationally intense and requires vast resources, thus restricting its broad usage. PERL provides a solution to this…

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Eight AI-Powered Search Engines That Could Be Alternatives to Google

Data Analytics, UncategorizedMarch 23, 202444Views0Likes0Comments
In the ever-changing digital landscape, search engines have adapted and evolved beyond just providing links to webpages and now offer advanced features like summarization, image generation, interactive research mode and question-answering chatbots. This makes researching, learning, and discovering things on the internet far easier. Despite Google's dominance in search engine usage, the rise of artificial…

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Methods to Measure and Prioritize Customer Issues through Churn Surveys: A Guide by Urvashi Jaitley, March 2024

IoT, UncategorizedMarch 23, 202439Views0Likes0Comments
Understanding and addressing users’ needs and struggles are essential for business success. A specific type of survey - churn surveys, designed for customers who have stopped using a service, can provide a wealth of insights into customer behavior. But the real value comes from turning these insights into actions that drives sustainable growth and revenue. One…

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What does the upcoming era entail for AI that can generate its own content?

Algorithms, Artificial Intelligence, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Electrical Engineering & Computer Science (eecs), Faculty, Machine learning, McGovern Institute, MIT Schwarzman College of Computing, School of Engineering, Special events and guest speakers, Staff, Students, UncategorizedMarch 23, 202441Views0Likes0Comments
During the "Generative AI: Shaping the Future" symposium held as part of MIT's Generative AI Week, experts discussed the opportunities and risks of generative AI, a type of machine learning that creates realistic outputs such as images, text, and code. The keynote speaker, Rodney Brooks, co-founder of iRobot and professor emeritus at MIT, warned against…

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AI enhances the resolution of issues in intricate situations.

Algorithms, Artificial Intelligence, Civil and environmental engineering, Computer science and technology, IDSS, Laboratory for Information and Decision Systems (LIDS), Machine learning, MIT Schwarzman College of Computing, National Science Foundation (NSF), Research, School of Engineering, UncategorizedMarch 23, 202442Views0Likes0Comments
Santa Claus delivers presents with the help of magic, but delivering holiday packages isn't quite as simple for companies like FedEx. These businesses often rely on advanced software called mixed-integer linear programming (MILP) solvers to route their deliveries. Yet, while these solvers break down complex problems into smaller, more manageable segments, it can still take…

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Enhance your content editing using Contentful and Amazon Bedrock.

Amazon Bedrock, Announcements, Artificial Intelligence, AWS Partner Network, Foundational (100), UncategorizedMarch 23, 202444Views0Likes0Comments
Contentful, in combination with Amazon Bedrock, has launched an app called the AI Content Generator. This app, available in the Contentful Marketplace, utilizes artificial intelligence models from Amazon Bedrock to create, rewrite, summarize, and translate content. The intention behind the AI Content Generator is to help content creators efficiently produce high-quality and consistent material. Contentful is…

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I Experimented with Every AI Chatbot Available to Determine the Most Humorous One

AI, Artificial Intelligence, chatbot, ChatGPT, Culture, large language models, UncategorizedMarch 22, 202441Views0Likes0Comments
OpenAI's release of ChatGPT in November 30, 2022, sparked various discussions on the positive and negative implications of bots on society. But whether these bots are smart, evil, or funny was a question some sought to answer. One particular exploration aimed to determine if any of these artificial intelligence (AI) chatbots could produce humor. As presented,…

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Directors of ‘Late Night With The Devil’ were spotted by Letterboxd enthusiasts employing AI-created art in the film.

Finance, UncategorizedMarch 22, 202443Views0Likes0Comments
The horror comedy film, Late Night With The Devil has been accused of using AI-generated art, sparking an online backlash from movie enthusiasts on the film review site, Letterboxd. Initially, the film gathered praises from critics at SXSW 2023 for its unique storyline and performances. The movie, helmed by the Cairnes brothers from Australia, is…

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HYBE, BTS’ record label, is facing allegations of utilizing AI-generated art in the video for their newly launched K-pop band.

Art, Culture, UncategorizedMarch 22, 202434Views0Likes0Comments
South Korean record label, HYBE, which is known for its successful management of globally successful K-Pop band BTS, stands accused by fans of using generative Artificial Intelligence (AI) in a teaser trailer for an upcoming girl group. Fans suspicions predominantly revolve around the teaser video for HYBE's five-member K-pop girl group, ILLIT. The firm launched…

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