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RAG Application with Cohere Command-R and Rerank – Part 1

Analytics Vidhya

Introduction The Retrieval-Augmented Generation approach combines LLMs with a retrieval system to improve response quality. However, inaccurate retrieval can lead to sub-optimal responses. Cohere’s re-ranker model enhances this process by evaluating and ordering search results based on contextual relevance, improving accuracy and saving time for specific information seekers.

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Empowering security excellence: The dynamic partnership between FreeDivision and IBM

IBM Journey to AI blog

In the ever-evolving landscape of cybersecurity, businesses are constantly seeking robust solutions to fortify their defenses and navigate the complex challenges posed by cyberthreats. FreeDivision, an IBM Business Partner, stands out in the field by understanding the local needs of its clients. Operating as a security service partner, FreeDivision leverages IBM’s endpoint detection and response (EDR) solution, IBM Security® QRadar® EDR, as part of its solution, freedivision.io,

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Forget Firewalls: 6 OpenAI Security Measures for Advanced AI Infrastructure

Analytics Vidhya

Introduction Artificial intelligence (AI) significantly impacts various sectors today. It can potentially revolutionize areas such as healthcare, education, and cybersecurity. Recognizing AI’s extensive influence, it’s crucial to emphasize the security of these advanced systems. Ensuring robust security measures allows stakeholders to fully leverage the benefits AI provides.

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IBM Mainframe Skills Council brings the global community together to grow mainframe talent

IBM Journey to AI blog

The global economy runs on transactions, and 70% of transactions by value run through an IBM Z® mainframe. Many of the world’s largest enterprises rely on IBM Z to support their core business, and by a process of continued innovation, IBM Z brings industry-first technologies to our clients with each new generation. Modern mainframe skills are critical as businesses implement AI, modernize their applications, integrate across the enterprise and continue digital transformation.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Chuck Ros, SoftServe: Delivering transformative AI solutions responsibly

AI News

As the world embraces the transformative potential of AI, SoftServe is at the forefront of developing cutting-edge AI solutions while prioritising responsible deployment. Ahead of AI & Big Data Expo North America – where the company will showcase its expertise – Chuck Ros , Industry Success Director at SoftServe, provided valuable insights into the company’s AI initiatives, the challenges faced, and its future strategy for leveraging this powerful technology.

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Supercharging Graph Neural Networks with Large Language Models: The Ultimate Guide

Unite.AI

Graphs are data structures that represent complex relationships across a wide range of domains, including social networks, knowledge bases, biological systems, and many more. In these graphs, entities are represented as nodes, and their relationships are depicted as edges. The ability to effectively represent and reason about these intricate relational structures is crucial for enabling advancements in fields like network science, cheminformatics, and recommender systems.

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Is Coding Dead? Google’s CodeGemma 1.1 7B Explained

Analytics Vidhya

Introduction CodeGemma 7B is a specialized open code model built on top of Gemma, a family of language models developed by Google DeepMind. It is designed for a variety of code and natural language generation tasks. The 7B model is part of the Gemma family and is further trained on more than 500 billion tokens […] The post Is Coding Dead? Google’s CodeGemma 1.1 7B Explained appeared first on Analytics Vidhya.

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OpenAI takes steps to boost AI-generated content transparency

AI News

OpenAI is joining the Coalition for Content Provenance and Authenticity (C2PA) steering committee and will integrate the open standard’s metadata into its generative AI models to increase transparency around generated content. The C2PA standard allows digital content to be certified with metadata proving its origins, whether created entirely by AI, edited using AI tools, or captured traditionally.

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Researchers at NVIDIA AI Introduce ‘VILA’: A Vision Language Model that can Reason Among Multiple Images, Learn in Context, and Even Understand Videos

Marktechpost

The rapid evolution in AI demands models that can handle large-scale data and deliver accurate, actionable insights. Researchers in this field aim to create systems capable of continuous learning and adaptation, ensuring they remain relevant in dynamic environments. A significant challenge in developing AI models lies in overcoming the issue of catastrophic forgetting, where models fail to retain previously acquired knowledge when learning new tasks.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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NVIDIA and Alphabet’s Intrinsic Put Next-Gen Robotics Within Grasp

NVIDIA

Intrinsic, a software and AI robotics company at Alphabet, has integrated NVIDIA AI and Isaac platform technologies to advance the complex field of autonomous robotic manipulation. This week at the Automate trade show, in Chicago, Intrinsic is spotlighting leaps in robotic grasping and industrial scalability assisted by foundation models enabled by NVIDIA Isaac Manipulator, unlocking new value in industrial automation with AI.

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How generative AI will revolutionize supply chain 

IBM Journey to AI blog

Unlocking the full potential of supply chain management has long been a goal for businesses that seek efficiency, resilience and sustainability. In the age of digital transformation, the integration of advanced technologies like generative artificial intelligence brings a new era of innovation and optimization. AI tools help users address queries and resolve alerts by using supply chain data, and natural language processing helps analysts access inventory, order and shipment data for decision-ma

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Coalition of news publishers sue Microsoft and OpenAI

AI News

A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. First reported by The Verge , the group of eight publications owned by Alden Global Capital (AGC) – including the Chicago Tribune, New York Daily News, and Orlando Sentinel – allege the companies have purloined “millions” of their articles without permission and without pay

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Researchers at the University of Waterloo Introduce Orchid: Revolutionizing Deep Learning with Data-Dependent Convolutions for Scalable Sequence Modeling

Marktechpost

In deep learning, especially in NLP, image analysis, and biology, there is an increasing focus on developing models that offer both computational efficiency and robust expressiveness. Attention mechanisms have been revolutionary, allowing for better handling of sequence modeling tasks. However, the computational complexity associated with these mechanisms scales quadratically with sequence length, which becomes a significant bottleneck when managing long-context tasks such as genomics and natura

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Say It Again: ChatRTX Adds New AI Models, Features in Latest Update

NVIDIA

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and which showcases new hardware, software, tools and accelerations for RTX PC users. Chatbots powered by large-language AI models have transformed computing, and NVIDIA ChatRTX lets users interact with their local data, accelerated by NVIDIA RTX -powered Windows PCs and workstations.

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Advanced RAG Technique : Langchain ReAct and Cohere

Analytics Vidhya

Introduction This article explores Adaptive Question-Answering (QA) frameworks, specifically the Adaptive RAG strategy. It discusses how this framework dynamically selects the most suitable method for large language models (LLMs) based on query complexity. It highlights the learning objectives, features, and implementation of Adaptive RAG, its efficiency, and its integration with Langchain and Cohere LLM.

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Simplifying IAM through orchestration

IBM Journey to AI blog

The recent validated what many of us in the industry already knew: Identity has become the leading attack vector. The 2024 report showed a 71% increase in valid identities used in cyberattacks year-over-year. What really puts it into perspective is the realization that you are just as likely to have your valid identity used in a cyberattack as you are to see a phishing attack in your organization.

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Back to Work, Our GenAI Future + A Conference

Artificial Lawyer

Is legal tech a good subject for a novel? Is the arrival of genAI in the legal world going to be more of a revolution than an evolution? Who is speaking at Legal Innovators California?

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Google DeepMind Introduces Med-Gemini: A Groundbreaking Family of AI Models Revolutionizing Medical Diagnosis and Clinical Reasoning

Marktechpost

Artificial intelligence (AI) in medicine is revolutionizing how clinicians handle complex tasks such as diagnosing patients, planning treatments, and staying current with the latest research. Advanced AI models promise to enhance healthcare by increasing accuracy and efficiency. The vast array of medical data, such as images, videos, and electronic health records (EHRs), challenges AI models to process and interpret effectively.

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Apple Watch AFib History Deemed Reliable Enough for Clinical Research

Extreme Tech

Apple's wearable is the first 'digital health technology' to qualify for the FDA's Medical Device Development Tools program.

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NVIDIA’s Visual Language Model VILA Enhances Multimodal AI Capabilities

Analytics Vidhya

The artificial intelligence (AI) landscape continues to evolve, demanding models capable of handling vast datasets and delivering precise insights. Fulfilling these needs, researchers at NVIDIA and MIT have recently introduced a Visual Language Model (VLM), VILA. This new AI model stands out for its exceptional ability to reason among multiple images.

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Unlocking business value: Maximizing returns from your SAP investments

IBM Journey to AI blog

Amid the dynamic realms of modern business and technology, organizations seek to maintain a competitive edge and elevate business outcomes and user experiences through their SAP investments. The crux of this endeavor lies in fostering continuous value creation throughout the journey. Drawing from my experience with clients across expansive, multi-year SAP engagements, there are three areas where collaborative value creation and charting future roadmaps intertwine seamlessly. 1.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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A Mighty Meeting: Generative AI, Cybersecurity Connect at RSA

NVIDIA

Cybersecurity experts at the RSA Conference this week will be on the hunt for ways to secure their operations in the era of generative AI. They’ll find many of the latest tools use AI and accelerated computing. This intersection of security and AI is coming into focus with collaborations that companies like NVIDIA and its partners will describe at the event.

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This AI Paper from Princeton and Stanford Introduces CRISPR-GPT For Innovative Gene-Editing Enhancements

Marktechpost

Gene editing is a cornerstone of modern biotechnology. It enables the precise manipulation of genetic material, which has implications across various fields, from medicine to agriculture. Recent innovations have pushed the boundaries of this technology, providing tools that enhance precision and expand applicability. The primary challenge in gene editing lies in the complexity of designing and conducting precise genetic modifications.

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'Dirty Stream' Attack Is Targeting Android Apps, Microsoft Warns

Extreme Tech

The attack uses innocent-looking yet malicious apps to overwrite files in another app's home directory.

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Top 10 Tableau Alternatives to Explore in 2024

Analytics Vidhya

Introduction While Tableau remains a popular choice for data visualization, its dominance is waning. The increasing importance of data analysis across industries has fueled the demand for versatile tools, leading to a surge in Tableau alternatives. These alternatives cater to various needs, whether you prioritize affordability, extensive customization, or specialized functionalities.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Using OpenPose with Stable Diffusion

Machine Learning Mastery

We have just learned about ControlNet. Now, let’s explore the most effective way to control your character based on human pose. OpenPose is a great tool that can detect body keypoint locations in images and video. By integrating OpenPose with Stable Diffusion, we can guide the AI in generating images that match specific poses. In […] The post Using OpenPose with Stable Diffusion appeared first on MachineLearningMastery.com.

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Elevate Acquires CJK Group

Artificial Lawyer

BREAKING NEWS – Law company Elevate, a leading provider of software, consulting, and services to law departments and law firms globally, today announced the acquisition.

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Nexa AI Introduces Octopus v4: A Novel Artificial Intelligence Approach that Employs Functional Tokens to Integrate Multiple Open-Source Models

Marktechpost

There has been rapid growth in the open-source landscape for Large Language Models (LLMs) after the release of the Llama3 model and its successor, Llama 2, by Meta in 2023. This release has led to the development of multiple innovative LLMs. These models have played an important role in this dynamic field by influencing natural language processing (NLP) significantly.