Thu.May 23, 2024

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Building Reliable Agent using Advanced Rag Techniques, LangGraph, and Cohere LLM

Analytics Vidhya

Introduction LLM Agents play an increasingly important role in the generative landscape as reasoning engines. But most of the agents have the shortcomings of failing or going into hallucinations. However, agents face formidable challenges within Large Language Models (LLMs), including context understanding, coherence maintenance, and dynamic adaptability.

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Enhance your data security posture with a no-code approach to application-level encryption

IBM Journey to AI blog

Data is the lifeblood of every organization. As your organization’s data footprint expands across the clouds and between your own business lines to drive value, it is essential to secure data at all stages of the cloud adoption and throughout the data lifecycle. While there are different mechanisms available to encrypt data throughout its lifecycle ( in transit , at rest and in use ), application-level encryption (ALE) provides an additional layer of protection by encrypting data at its so

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Simplifying Document Parsing: Extracting Embedded Objects with LlamaParse

Analytics Vidhya

Introduction LlamaParse is a document parsing library developed by Llama Index to efficiently and effectively parse documents such as PDFs, PPTs, etc. Creating RAG applications on top of PDF documents presents a significant challenge many of us face, specifically with the complex task of parsing embedded objects such as tables, figures, etc. The nature of […] The post Simplifying Document Parsing: Extracting Embedded Objects with LlamaParse appeared first on Analytics Vidhya.

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What Went Wrong With the Humane AI Pin?

Unite.AI

Humane, a startup founded by former Apple employees Imran Chaudhri and Bethany Bongiorno, recently launched its highly anticipated wearable AI assistant, the Humane AI Pin. Now, the company is already looking for a buyer. The device promised to revolutionize the way people interact with technology, offering a hands-free, always-on experience that would reduce dependence on smartphones.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O'Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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Meta’s Chameleon: A New Player in the Multimodal AI Race

Analytics Vidhya

News at a Glance Meta is making strides in artificial intelligence (AI) with a new multimodal LLM named Chameleon. This model, based on early-fusion architecture, promises to integrate different types of information better than its predecessors. With this move, Meta is positioning itself as a strong contender in the AI world. Also Read: Ray-Ban Meta […] The post Meta’s Chameleon: A New Player in the Multimodal AI Race appeared first on Analytics Vidhya.

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Mastercard AI: It Detects Compromised Cards Faster, Thwarting Criminals

Analytics Vidhya

With the implementation of advanced artificial intelligence technology, Mastercard is forever changing how it approaches preventing credit card fraud. Their goal with this unique approach is to rapidly detect which cards were compromised to prevent them from being used in criminal activities. With the help of machine learning algorithms and real-time data analysis, Mastercard’s AI […] The post Mastercard AI: It Detects Compromised Cards Faster, Thwarting Criminals appeared first on Analyti

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AI News Weekly - Issue #386: Best AI Voice Generators 2024: What Scarlett Johansson's AI Dispute Taught Us - May 23rd 2024

AI Weekly

Powered by pitneybowes.com In the News Best AI Voice Generators in 2024 AI is evolving with access to a lot of things. In recent years, AI voice generators have undergone advancements to generate human-like voices from written text. From virtual assistants to audiobook narrators, these tools can now create lifelike and expressive synthetic voices, mimicking human speech patterns. analyticsinsight.net Sponsor WEBINAR: Shipping in the Goldilocks zone Shipping has always been complicated – but the

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Top 5 AI Tools for Your Everyday Use

Analytics Vidhya

Introduction With so many AI tools available today, it can be hard to know which ones are worth your time. While we can’t try them all, it’s helpful to know which ones are best for everyday tasks like programming, planning, and handling long texts. Lex Fridman, a well-known AI researcher and podcaster, recently tweeted about […] The post Top 5 AI Tools for Your Everyday Use appeared first on Analytics Vidhya.

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CameraCtrl: Enabling Camera Control for Text-to-Video Generation

Unite.AI

Recent frameworks attempting at text to video or T2V generation leverage diffusion models to add stability in their training process, and the Video Diffusion Model, one of the pioneers in the text to video generation frameworks, expands a 2D image diffusion architecture in an attempt to accommodate video data, and train the model on video and image jointly from scratch.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Elon Musk’s Bold Prediction: Artificial Intelligence to Eradicate All Jobs in the Future

Analytics Vidhya

Tech visionary and entrepreneur extraordinaire Elon Musk has whipped up a storm again after making his latest prediction at a startup and tech event in Paris – Viva Tech Event. Speaking remotely via webcam at the Viva Tech event, Musk has also boldly claimed that Artificial Intelligence (AI) would literally “take your jobs away,” prompting […] The post Elon Musk’s Bold Prediction: Artificial Intelligence to Eradicate All Jobs in the Future appeared first on Analytics Vidhya.

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OpenRLHF: An Open-Source AI Framework Enabling Efficient Reinforcement Learning from Human Feedback RLHF Scaling

Marktechpost

Artificial Intelligence is undergoing rapid evolution, especially regarding the training of massive language models (LLMs) with parameters exceeding 70 billion. These models have become indispensable for various tasks, including creative text generation, translation, and content creation. However, effectively harnessing the power of such advanced LLMs requires human input through a technique known as Reinforcement Learning from Human Feedback (RLHF).

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Khan Academy X Microsoft: Khanmigo AI For Teachers is Now 100% Free

Analytics Vidhya

AI is bridging the gap between human knowledge and human understanding. Likewise, various AI tools personalize teaching and help make learning fun for both teachers and students. After the release of GPT 4o, which features Sal Khan solving math problems, it became clear that the education sector is ready to take a giant leap in […] The post Khan Academy X Microsoft: Khanmigo AI For Teachers is Now 100% Free appeared first on Analytics Vidhya.

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Theory of Mind: How GPT-4 and LLaMA-2 Stack Up Against Human Intelligence

Marktechpost

A team of psychologists and researchers from the University Medical Center Hamburg-Eppendorf, Italian Institute of Technology, Genoa, University of Trento, and others have researched the evolving mind capabilities of large language models (LLMs) like GPT-4, GPT-3.5, and LLaMA2-70B and performed comparisons between LLMs and human performance. The theory of mind, the ability to attribute mental states to oneself and others, is fundamental to human social interactions.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Accelerate Mixtral 8x7B pre-training with expert parallelism on Amazon SageMaker

AWS Machine Learning Blog

Mixture of Experts (MoE) architectures for large language models (LLMs) have recently gained popularity due to their ability to increase model capacity and computational efficiency compared to fully dense models. By utilizing sparse expert subnetworks that process different subsets of tokens, MoE models can effectively increase the number of parameters while requiring less computation per token during training and inference.

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Exploring the Frontiers of Artificial Intelligence: A Comprehensive Analysis of Reinforcement Learning, Generative Adversarial Networks, and Ethical Implications in Modern AI Systems

Marktechpost

Artificial Intelligence (AI) has revolutionized multiple facets of modern life, driving significant advancements in technology, healthcare, finance, and beyond. Reinforcement Learning (RL) and Generative Adversarial Networks (GANs) are particularly transformative among the myriad AI paradigms. Let’s delve into these two key areas, exploring their foundations, applications, and ethical implications.

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Legal Innovators California Sponsors – A Legal Tech Treasure Trove!

Artificial Lawyer

On June 4 and 5 the Legal Innovators California conference takes place in San Francisco. Joining us will be more than two dozen companies at the frontier of legal tech and innovation.

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Cohere AI Releases Aya23 Models: Transformative Multilingual NLP with 8B and 35B Parameter Models

Marktechpost

Natural language processing (NLP) is a field dedicated to enabling computers to understand, interpret, and generate human language. This encompasses tasks like language translation, sentiment analysis, and text generation. The aim is to create systems that seamlessly interact with humans through language. Achieving this requires sophisticated models capable of handling the complexities of human languages, like syntax, semantics, & context.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

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The Rise of Voice Recognition Technology in Healthcare: Transforming Patient Care

Chatbots Life

The healthcare industry is adopting voice recognition technology as technology advances. This technology understands and interprets human speech. It has the potential to revolutionize patient information management. The global voice recognition market size was $7.5 billion in 2021 and is projected to grow at a CAGR of 22.5% from 2023 to 2030. Voice recognition technology is popular in healthcare settings due to the need for accurate patient care and the adoption of electronic health records.

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This AI Paper Introduces KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions

Marktechpost

Machine learning interpretability is a critical area of research for understanding complex models’ decision-making processes. These models are often seen as “black boxes,” making it difficult to discern how specific features influence their predictions. Techniques such as feature attribution and interaction indices have been developed to shed light on these contributions, thereby enhancing the transparency and trustworthiness of AI systems.

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TSMC Will Keep Trade Secrets in Taiwan: Tech Minister

Extreme Tech

The company's technology minister says it can do two things at once: expand its operations abroad and keep its secrets secure in Taiwan.

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Demystifying Vision-Language Models: An In-Depth Exploration

Marktechpost

Vision-language models (VLMs), capable of processing both images and text, have gained immense popularity due to their versatility in solving a wide range of tasks, from information retrieval in scanned documents to code generation from screenshots. However, the development of these powerful models has been hindered by a lack of understanding regarding the critical design choices that truly impact their performance.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Harvey Partners With France’s Mistral AI

Artificial Lawyer

Harvey, the legal genAI company that has made a big impact very quickly – and has a close relationship with OpenAI – has formed a new partnership with rival LLM developer, France’s Mistral AI.

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Top Courses on Statistics in 2024

Marktechpost

Statistics has become increasingly vital in today’s data-driven world. With the growth of big data and advanced computing, statistics has evolved to tackle complex problems across various fields, including healthcare, finance, and technology. Modern statistical methods, coupled with machine learning and artificial intelligence, enable deeper insights and more accurate predictions, driving decision-making and innovation.

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Unveiling the Leaders in Data and AI: The 2024 Finalists for the Databricks Data Visionary Award

databricks

The Data Team Awards annually recognize the indispensable roles of enterprise data teams across industries, celebrating their resilience and innovation from around the.

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Researchers at the University of Freiburg and Bosch AI Propose HW-GPT-Bench: A Hardware-Aware Language Model Surrogate Benchmark

Marktechpost

Large language models (LLMs) have recently become highly valuable tools in complicated reasoning tasks, language production, and human language interpretation. Since then, there has been a dramatic increase in funding for studies in this area, and both the number of models used and the amount of data used for training have grown substantially. This also points to a rise in the inference and training costs.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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React-based Chatbot Development: Tips and Techniques

Chatbots Life

Introduction Chatbot development has gained significant popularity in recent years, as it provides a seamless way for businesses to engage with customers and automate customer service. A chatbot is a computer program designed to mimic human conversations using Natural Language Processing (NLP). One of the most popular technologies for building chatbots is React, a JavaScript library that enables developers to create dynamic and interactive user interfaces.

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Federated Learning: Decentralizing AI to Enhance Privacy and Security

Marktechpost

The rapid advancement of AI has revolutionized various industries, from healthcare to finance, by enabling sophisticated data analysis and predictive modeling. However, the traditional approach to AI, which involves centralizing vast amounts of data for training models, raises significant privacy and security concerns. Federated learning has emerged as a promising field that addresses these issues by decentralizing the training process, thus enhancing privacy and security.

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Into the Omniverse: SoftServe and Continental Drive Digitalization With OpenUSD and Generative AI

NVIDIA

Editor’s note: This post is part of Into the Omniverse , a series focused on how artists, developers and enterprises can transform their workflows using the latest advances in OpenUSD and NVIDIA Omniverse. Industrial digitalization is driving automotive innovation. In response to the industry’s growing demand for seamless, connected driving experiences, SoftServe , a leading IT consulting and digital services provider, worked with Continental , a leading German automotive technology company, to