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Artificial Intelligence

EasyJailbreak: A Comprehensive Machine Learning Platform to Improve LLM Security by Streamlining Jailbreak Attack Development and Evaluation in Response to New Threats.

Jailbreak attacks aim to identify and address security vulnerabilities in Language Models (LLMs) by bypassing their safety protocols. Despite significant advancements in LLMs, particularly in the area of natural language processing, they remain prone to such attacks. Given the increasing sophistication of new jailbreak techniques, the need for robust defense methodologies has grown. These methods,…

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Microsoft researchers have unveiled Garnet: An open-source cache-store system designed to speed up applications and services more effectively.

Microsoft researchers have introduced Garnet, a versatile and highly performant cache-store system designed to support the rapidly evolving needs of modern applications. Traditional cache-stores have struggled to keep pace with the increasing complexity and demands of interactive web applications, driving the creation of this new, open-source solution. As opposed to its predecessor, Garnet handles not…

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Amazon AI unveils DataLore: A new machine learning structure which elucidates data modifications from the original dataset to its enhanced format to promote trackability.

Data scientists and engineers often encounter difficulties when collaborating on machine learning (ML) tasks due to concerns about data reproducibility and traceability. Software code tends to be transparent about its origin and modifications, but it's often hard to ascertain the exact provenance of the data used for training ML models and the transformations conducted. To tackle…

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IBM’s Alignment Studio aims to maximize AI compliance for rules related to context.

Researchers from IBM Research have developed a new architecture, dubbed Alignment Studio, which enables developers to mould large language models (LLMs) to fit specific societal norms, laws, values and regulations. The system is designed to mitigate ongoing challenges in the artificial intelligence (AI) sector surrounding issues such as hate speech and inappropriate language. While efforts…

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Efficiency in Large Language Models is being Redefined through Task-Indifferent Methods: A Collaboration between Tsinghua University & Microsoft on LLMLingua-2 Combines Data Refinement with Prompt Condensation

Researchers from Tsinghua University and Microsoft Corporation have unveiled a groundbreaking study known as LLMLingua-2, as part of a collaborative effort that reinforces the cruciality of interdisciplinary research. The study primarily focuses on improving the efficiency of language models, which play a pivotal role in ensuring fluent communication between humans and machines. The core challenge…

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HyperGAI Launches HPT: A Revolutionary Series of Top-tier Multimodal LLMs

Researchers from HyperGAI have developed a ground-breaking new multimodal language learning model (LLMs) known as Hyper Pretrained Transformers (HPT) that can proficiently handle and process seamlessly, a wide array of input modalities, such as text, images, and videos. Existing LLMs, like GPT-4V and Gemini Pro, have limitations in comprehending multimodal data, which hinders progress towards…

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RankPrompt: Innovating AI Reasoning through Independent Assessment Leading to Enhancements in Big Language Model Precision and Effectiveness

The field of artificial intelligence (AI) has significantly advanced with the development of Large Language Models (LLMs) such as GPT-3 and GPT-4. Developed by research institutions and tech giants, LLMs have shown great promise by excelling in various reasoning tasks, from solving complex math problems to understanding natural language nuances. However, despite their notable accomplishments,…

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Researchers at Google DeepMind have unveiled TacticAI, an innovative deep learning system that is transforming the strategic approach to football.

Football has forever been an arena for tactical and strategic gameplay, but artificial intelligence (AI) is revolutionizing the field, offering insights beyond human intuition. DeepMind Researchers have introduced TacticAI, an AI assistant developed using the principles of geometric deep learning to analyze and optimize football's set-pieces like corner kicks. TacticAI learns by analyzing multiple examples of…

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What does the future have in store for generative AI?

Rodney Brooks, co-founder of iRobot and keynote speaker at MIT’s “Generative AI: Shaping the Future” symposium, warned attendees not to overestimate the capabilities of this emerging AI technology. Generative AI is used to create new material by learning from data they were trained on, with applications in art, creativity, functional coding, language translation and realistic…

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AI enhances the speed of resolving issues in intricate situations.

While delivering holiday presents may seem straightforward for fictional characters like Santa Claus, for companies like FedEx, the task represents a complex optimization problem. To solve it, these companies usually utilize specialized software known as mixed-integer linear programming (MILP) solvers. These solvers break down large optimization problems into smaller pieces, utilizing generic algorithms to identify…

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The changing role of automation in revolutionising the revenue cycle in healthcare.

In this article, Sheldon A. Pink, CEO of Krystal Rock Innovation Group, highlights the profound impact automation is having on the healthcare industry. Organizations are increasingly looking to invest in Robotic Process Automation (RPA), Machine Learning (ML), or Artificial Intelligence (AI), reflecting a trend that began around 2012. Initially, automation was used for basic functions…

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Which Countries Leading in AI Show the Most Interest in the Creation of Deep Fakes?

The rapid development and widespread use of Artificial Intelligence (AI) tools has brought a range of benefits to businesses and individuals. However, increased access to AI tools also means unprecedented levels of misinformation, with deep fakes presenting a particular concern globally. Recognized as the number one global threat by the 2024 World Economic Forum’s Global…

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