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PredBench: An All-Inclusive AI Standard for Assessing 12 Space-Time Forecasting Approaches across 15 Varied Data Sets via Multi-faceted Analysis.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 18, 202434Views0Likes0Comments
Spatiotemporal prediction, a significant focus of research in computer vision and artificial intelligence, holds broad applications in areas such as weather forecasting, robotics, and autonomous vehicles. It uses past and present data to form models for predicting future states. However, the lack of standardized frameworks for comparing different network architectures has presented a significant challenge.…

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Microsoft’s research team has put forth the concept of Auto Evol-Instruct – a comprehensive AI system capable of developing instruction datasets employing extensive language models, without requiring any human intervention.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202442Views0Likes0Comments
Large language models (LLMs) are crucial in advancing artificial intelligence, particularly in refining the ability of AI models to follow detailed instructions. This complex process involves enhancing the datasets used in training LLMs, which ultimately leads to the creation of more sophisticated and versatile AI systems. However, the challenge lies in the dependency on high-quality…

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G-Retriever: Progressing Graph Question Answering in Real-Life Situations through RAG and LLMs

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJuly 18, 202439Views0Likes0Comments
Artificial Intelligence has made significant progress with Large Language Models (LLMs), but their capability to process complex structured graph data remains challenging. Many real-world data structures, such as the web, e-commerce systems, and knowledge graphs, have a definite graph structure. While attempts have been made to amalgamate technologies like Graph Neural Networks (GNNs) with LLMs,…

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Google Unveils Project Oscar: A Guideline for an AI Assistant Aiding in Maintenance of Open Source Projects

AI Agents, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202438Views0Likes0Comments
Open-source software forms the backbone of many technologies used daily by individuals globally and brings together a community of developers. However, maintaining these projects can be time-consuming due to repetitive tasks such as bug triage and code reviews. Google is looking to alleviate these repetitive tasks and reduce the manual effort involved in maintaining open-source…

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Premier Courses in Data Engineering for 2024

Editors Pick, Education, Staff, UncategorizedJuly 18, 202444Views0Likes0Comments
Data engineering plays a crucial role in the present-day digital landscape, helping organizations to make decision-making process more precise, predictable, and efficient. It is essential for designing sturdy data pipelines, optimizing data storage, and ensuring data quality. These skills are necessary to manage and extract vital information from large volumes of data, thereby assuring a…

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An improved and quicker method to guard against an AI chatbot providing 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, UncategorizedJuly 18, 202438Views0Likes0Comments
Artificial Intelligence chatbots have the capacity to construct helpful code, summarize articles, and even create more hazardous content. To prevent safety violations like these, companies employed a procedure known as "red-teaming" in which human testers crafted prompts intended to elicit unsafe responses from chatbots, which were then taught to avoid these inputs. However, this required…

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A novel artificial intelligence technique successfully identifies ambiguity in medical imaging.

Artificial Intelligence, Broad Institute, Computer Science and Artificial Intelligence Laboratory (CSAIL), Computer science and technology, Electrical Engineering & Computer Science (eecs), Health care, Imaging, Machine learning, MIT Schwarzman College of Computing, National Institutes of Health (NIH), Research, School of Engineering, UncategorizedJuly 18, 202438Views0Likes0Comments
In biomedicine, the process of segmentation involves marking significant structures in a medical image, such as cells or organs. This can aid in the detection and treatment of diseases visible in these images. Despite this promise, current artificial intelligence (AI) systems used for medical image segmentation only offer a single segmentation result. This approach isn't…

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Principles of Content Marketing in Ecommerce: The Role of Blogging in Boosting Sales and Conversions

Guest Post, UncategorizedJuly 18, 202436Views0Likes0Comments
Understanding and applying the principles of ecommerce content marketing can significantly boost an online store's sales. Particularly, creating regular blog content can transform website visitors into customers and promote increased engagement with the brand. There are several relevant strategies to achieve this. One useful approach is to guide prospective customers in choosing the right product. Comprehensive…

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Data from Disney has been illicitly acquired by hacktivists, who have claimed their motivation to be related to the gathering of AI-centric information.

Cybersecurity, Disney, Industry, UncategorizedJuly 18, 202445Views0Likes0Comments
Walt Disney Co. has suffered a significant data breach led by a hacker group known as NullBulge. The hacktivist group allegedly accessed and leaked over one terabyte of data from Disney's internal Slack channels. This exposed private data, including traffic and revenue data for Disneyland Paris, unreleased projects, and images. The group claims that its…

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The advent of AI-driven ‘artificial cancer’ worm signifies an evolving landscape in the realm of cyber risks.

Cybersecurity, Industry, UncategorizedJuly 18, 202439Views0Likes0Comments
David Zollikofer from ETH Zurich and Benjamin Zimmerman from Ohio State University have developed a proof-of-concept computer virus labelled 'synthetic cancer' that uses large language models (LLMs) to modify its own code and author persuasive, malicious emails. This malware, revealed as part of a submission to the Swiss AI Safety Prize, takes advantage of Artificial…

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Improving the Anticipatory Dialogue Capabilities of Extensive Vision-Language Models (LVLMs) with MACAROON

AI Paper Summary, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJuly 18, 202436Views0Likes0Comments
Researchers have been refocusing the abilities of Large Vision-Language Models (LVLMs), typically passive technological entities, to participate more proactively in interactions. Large Vision-Language Models are crucial for tasks needing visual understanding and language processing. However, they often provide heavily detailed and confident responses, even when they face unclear or invalid questions, leading to potentially biased…

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