Mon.Nov 18, 2024

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The Tension Between Microsoft and OpenAI: What It Means for the Future of AI

Unite.AI

In recent years, Microsoft and OpenAI have emerged as leaders in the domain of artificial intelligence (AI) , and their partnership has shaped much of the industry's progress. Microsoft’s significant investments of nearly $14 billion since 2019 offered OpenAI access to Azure’s extensive computing resources, enabling rapid advancements in AI model development.

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Guide to Apache Lucene for High Performance Search Applications

Analytics Vidhya

Have you ever been curious about what powers some of the best Search Applications such as Elasticsearch and Solr across use cases such e-commerce and several other document retrieval systems that are highly performant? Apache Lucene is a powerful search library in Java and performs super-fast searches on large volumes of data. The indexing and […] The post Guide to Apache Lucene for High Performance Search Applications appeared first on Analytics Vidhya.

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Elon Musk Asked People to Upload Their Health Data. X Users Obliged.

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Over the past few weeks, users on X have been submitting X-rays, MRIs, CT scans and other medical images to Grok, the platform’s artificial intelligence chatbot, asking for diagnoses. The reason: Elon Musk, X’s owner, suggested it.

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Automatic speech-to-text punctuation, casing, and ITN to boost transcript readability

AssemblyAI

What if you received a raw transcript that looked like this? if you picture a sound meter with a needle that bounces up and down every time there's a sound the tone is supposed to put the needle perfectly at this one spot on the meter with a black numbers end and the red part of the meter begins there's like a zero at that spot marking this is where you want to be and the tone is just supposed to rest there rock solid but this particular day with this particular recording we put it on

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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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Is AI Making Jobs Harder? Not for Hourly Workers

Unite.AI

Has AI forever changed the way we work? That depends on which “AI” you’re talking about. Artificial Intelligence describes a wide set of computing technologies that perform various functions. It’s not uncommon to have multiple types of AI in use within the same workplace – or even within the same software program – to optimize task automation and improve productivity.

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Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide

Analytics Vidhya

In this tutorial, you will learn how to construct iterate update and train a CNN model using JAX, Flax, and Optax on the MNIST dataset. This tutorial starts from how to set up the environment and preprocess the data to how to define the CNN structure and the final step is to test the model. […] The post Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide appeared first on Analytics Vidhya.

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Monster 4,400-qubit quantum processor is '25,000 times faster' than its predecessor

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D-Wave says its new Advantage2 processor, which is designed for complex applications in AI, optimization and data science, is faster and more accurate than its existing 5,000-qubit system.

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OpenAI Swarm vs Microsoft Magentic-One: Which is Better for Multi-Agent Systems?

Analytics Vidhya

The field of multi-agent systems (MAS) in artificial intelligence is rapidly advancing with new frameworks enhancing collaborative and automated decision-making. Two new entries in this space are OpenAI’s Swarm and Microsoft’s Magentic-One, both of which offer different approaches to the development and deployment of multi-agent systems.

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Build and modify apps using natural language with AWS App Studio, now generally available

Flipboard

Unleash your inner developer with AWS App Studio, the generative AI-powered application builder. Turn your idea into fully-fledged, intelligent, custom, secure, and scalable software in minutes.

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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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NVIDIA’s Nemotron-4-340B Assesses the Creativity of Gemini and GPT-4

Analytics Vidhya

The rise of large language models (LLMs) like Gemini and GPT-4 has transformed creative writing and dialogue generation, enabling machines to produce text that closely mirrors human creativity. These models are valuable tools for storytelling, content creation, and interactive systems, but evaluating the quality of their outputs remains challenging.

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Microsoft quietly assembles the largest AI agent ecosystem—and no one else is close

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Microsoft has quietly built the largest enterprise AI agent ecosystem, with over 100,000 organizations creating or editing AI agents through its Copilot Studio since launch – a milestone that positions the company ahead in one of enterprise tech’s most closely watched and exciting segments.

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Magic Behind Anthropic’s Contextual RAG for AI Retrieval

Analytics Vidhya

In an era where artificial intelligence (AI) is tasked with navigating and synthesizing vast amounts of information, the efficiency and accuracy of retrieval methods are paramount. Anthropic, a leading AI research company, has introduced a groundbreaking approach called Contextual Retrieval-Augmented Generation (RAG). This method marries traditional retrieval techniques with innovative tweaks, significantly enhancing retrieval accuracy and relevance. […] The post Magic Behind Anthropic’s C

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Nvidia unveils Omniverse real-time physics digital twins

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Nvidia announced its Nvidia Omniverse Blueprint, a technology that enables industry software developers to build digital twins with realistic real-time physics.

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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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Guide to BART (Bidirectional & Autoregressive Transformer)

Analytics Vidhya

BART is truly one of a kind in the ever-changing realm of NLP, as a strong model that has drastically changed the way we think of text generation and understanding. BART, which is short for Bidirectional and Autoregressive Transformer, takes the best aspects of both sides of the transformer architectures into one single view. In […] The post Guide to BART (Bidirectional & Autoregressive Transformer) appeared first on Analytics Vidhya.

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Microsoft brings transactional databases to Fabric to boost AI agents

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For years, enterprise companies have been plagued by data silos separating transactional systems from analytical tools—a divide that has hampered AI applications, slowed real-time decision-making, and driven up costs with complex integrations.

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AI Will Drive Scientific Breakthroughs, NVIDIA CEO Says at SC24

NVIDIA

NVIDIA kicked off SC24 in Atlanta with a wave of AI and supercomputing tools set to revolutionize industries like biopharma and climate science. The announcements, delivered by NVIDIA founder and CEO Jensen Huang and Vice President of Accelerated Computing Ian Buck, are rooted in the company’s deep history in transforming computing. “Supercomputers are among humanity’s most vital instruments, driving scientific breakthroughs and expanding the frontiers of knowledge,” Huang said.

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9 Mistakes To Avoid When Using ChatGPT

Flipboard

You've probably written hundreds of ChatGPT prompts by now. Maybe even thousands. But how many of them gave you the results you wanted? If you're like most people, your early attempts were probably hit-and-miss.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Hopper Scales New Heights, Accelerating AI and HPC Applications for Mainstream Enterprise Servers

NVIDIA

Since its introduction, the NVIDIA Hopper architecture has transformed the AI and high-performance computing (HPC) landscape, helping enterprises, researchers and developers tackle the world’s most complex challenges with higher performance and greater energy efficiency. During the Supercomputing 2024 conference, NVIDIA announced the availability of the NVIDIA H200 NVL PCIe GPU — the latest addition to the Hopper family.

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Predictive AI Usually Fails Because It’s Not Usually Valuated

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Why in the world would the decades-old industry of machine learning need a completely new paradigm? Imagine you're developing a rocket. If you don’t stress test it—in its intended usage (via simulations, wind tunnels, etc.

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Adversarial Machine Learning in Wireless Communication Systems

Marktechpost

Machine learning (ML) has revolutionized wireless communication systems, enhancing applications like modulation recognition, resource allocation, and signal detection. However, the growing reliance on ML models has increased the risk of adversarial attacks, which threaten the integrity and reliability of these systems by exploiting model vulnerabilities to manipulate predictions and performance.

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17 of the best ChatGPT courses you can take online for free

Flipboard

Learn how to master this technology before it becomes your master. TL;DR: A wide range of ChatGPT courses are available to take for free on Udemy. You probably know all about Udemy by this point. It's a popular hub for online courses, covering everything from Python programming to web development.

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Faster Forecasts: NVIDIA Launches Earth-2 NIM Microservices for 500x Speedup in Delivering Higher-Resolution Simulations

NVIDIA

NVIDIA today at SC24 announced two new NVIDIA NIM microservices that can accelerate climate change modeling simulation results by 500x in NVIDIA Earth-2. Earth-2 is a digital twin platform for simulating and visualizing weather and climate conditions. The new NIM microservices offer climate technology application providers advanced generative AI-driven capabilities to assist in forecasting extreme weather events.

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AWS App Studio launches in general availability, making everyone an app builder - SiliconANGLE

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Amazon Web Services Inc. today announced the general availability of AWS App Studio, its popular artificial intelligence service for creating business applications with natural language prompts.

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Build cost-effective RAG applications with Binary Embeddings in Amazon Titan Text Embeddings V2, Amazon OpenSearch Serverless, and Amazon Bedrock Knowledge Bases

AWS Machine Learning Blog

Today, we are happy to announce the availability of Binary Embeddings for Amazon Titan Text Embeddings V2 in Amazon Bedrock Knowledge Bases and Amazon OpenSearch Serverless. With support for binary embedding in Amazon Bedrock and a binary vector store in OpenSearch Serverless, you can use binary embeddings and binary vector store to build Retrieval Augmented Generation (RAG) applications in Amazon Bedrock Knowledge Bases, reducing memory usage and overall costs.

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Microsoft AI CEO predicts near-infinite memory will transform AI by 2025

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Microsoft AI’s CEO has claimed in a recent interview that artificial intelligence will have “near-infinite” memory by 2025. Speaking to Times Techies, Mustafa Suleyman mentioned a breakthrough that has the potential to transform the way we interact with AI systems fundamentally.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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DXC transforms data exploration for their oil and gas customers with LLM-powered tools

AWS Machine Learning Blog

This post is co-written with Kaustubh Kambli from DXC Technology. DXC Technology is an IT services leader with more than 130,000 employees supporting 6,000 customers in over 70 countries. DXC builds offerings across industry verticals to deliver accelerated value to their customers. One of the sectors DXC has deep expertise in is energy. The oil and gas industry relies on discovering new drilling sites to drive growth.

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Will AI Help Terrorists Build Weapons of Mass Destruction? It’s Complicated, Study Says.

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The study examined AI’s potential to enable would-be bioterrorists that would otherwise lack the skill and confidence to plan an attack. For terrorists and maniacs, the advent of open AI systems may be a boon.

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Foxconn Expands Blackwell Testing and Production With New Factories in U.S., Mexico and Taiwan

NVIDIA

To meet demand for Blackwell, now in full production, Foxconn, the world’s largest electronics manufacturer, is using NVIDIA Omniverse. The platform for developing industrial AI simulation applications is helping bring facilities in the U.S., Mexico and Taiwan online faster than ever. Foxconn uses NVIDIA Omniverse to virtually integrate their facility and equipment layouts, NVIDIA Isaac Sim for autonomous robot testing and simulation, and NVIDIA Metropolis for vision AI.