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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Driving Responsible Innovation: How to Navigate AI Governance & Data Privacy

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.

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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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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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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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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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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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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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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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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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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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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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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 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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IT Leadership Agrees AI is Here, but Now What?

IT leaders are experiencing rapid evolution in AI amid sustained investment uncertainty. As AI evolves, enhanced cybersecurity and hiring challenges grow. This whitepaper offers real strategies to manage risks and position your organization for success.

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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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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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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

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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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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

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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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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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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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Hunyuan-DiT: A Text-to-Image Diffusion Transformer with Fine-Grained Understanding of Both English and Chinese

Marktechpost

In recent research, a text-to-image diffusion transformer called Hunyuan-DiT has been developed with the goal of comprehending both English and Chinese text prompts in a subtle way. Several essential elements and procedures have been involved in the creation of Hunyuan-DiT in order to guarantee excellent picture production and fine-grained language comprehension.

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Provide Real Value in Your Applications with Data and Analytics

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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MSI to Announce CAMM2 Memory for Desktops at Computex

Extreme Tech

The company is partnering with Kingston to bring the new memory standard to desktops for the first time.

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An Efficient AI Approach to Memory Reduction and Throughput Enhancement in LLMs

Marktechpost

The efficient deployment of large language models (LLMs) necessitates high throughput and low latency. However, LLMs’ substantial memory consumption, particularly by the key-value (KV) cache, hinders achieving large batch sizes and high throughput. The KV cache, storing keys and values during generation, consumes over 30% of GPU memory. Various approaches such as compressing KV sequences and dynamic cache eviction policies, aim to alleviate this memory burden in LLMs.

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iFixit Terminates Self-Repair Deal With Samsung

Extreme Tech

iFixit says Samsung is too obsessed with glue and high component prices to make the program work.

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