Mon.Nov 25, 2024

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What Nobody Tells You About Deploying GenAI

Precisely

Large Language Models (LLMs) became popular after the release of ChatGPT two years ago. The idea of chatting with an AI through a browser significantly reduced the technical barriers, making LLMs the fastest-growing platform globally. Since then, ChatGPT-like applications have surged in popularity, driven by their ease of use and groundbreaking innovations.

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New Release of Graphwise GraphDB Delivers Multi-Method Graph RAG to Accelerate R&D for GenAI Applications, Increase Precision, and Enable Self-Service Data

insideBIGDATA

Graphwise, a leading Graph AI provider, announced the immediate availability of GraphDB 10.8. This release includes the next-generation Talk-to-Your-Graph capability that integrates LLMs with vector-based retrieval of relevant enterprise information and precise querying of knowledge graphs.

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Trending Sources

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Streaming Langchain: Real-time Data Processing with AI

Data Science Dojo

As the world becomes more interconnected and data-driven, the demand for real-time applications has never been higher. Artificial intelligence (AI) and natural language processing (NLP) technologies are evolving rapidly to manage live data streams. They power everything from chatbots and predictive analytics to dynamic content creation and personalized recommendations.

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Podcast: The Batch 11/20/2024 Discussion

insideBIGDATA

Hello friends! We hope you enjoy this new podcast featuring Andrew Ng's "The Batch" newsletter from November 11, 2024 featuring a rousing discussion of the emerging trend of writing text specifically for large language models (LLMs).

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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5 Tips for Building Scalable Data Pipelines

KDnuggets

Building data pipelines is a very important skill that you should learn as a data engineer. A data pipeline is just a series of procedures that transport data from one location to another, frequently changing it along the way.

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Exploring GraphRAG from Theory to Implementation

Analytics Vidhya

GraphRAG adopts a more structured and hierarchical method to Retrieval Augmented Generation (RAG), distinguishing itself from traditional RAG approaches that rely on basic semantic searches of unorganized text snippets. The process begins by converting raw text into a knowledge graph, organizing the data into a community structure, and summarizing these groupings.

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More Trending

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Declassified Pentagon F-35 Study Details Reliability, Security Woes

Hacker News

A declassified Pentagon comprehensive test report of Lockheed Martin Corp.’s F-35 warplane, America’s most expensive weapons system, reveals that six years of combat testing has been marred by reliability and maintenance delays, guns that don’t shoot straight and unresolved concerns about cyber defense capabilities.

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Xcel Energy: Developing a RAG-based Chatbot on Databricks

databricks

"We are delving deeper into the capabilities of MLFlow tracing. This functionality will be instrumental in diagnosing performance issues and enhancing the quality.

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Now Hear This: World’s Most Flexible Sound Machine Debuts

Hacker News

A team of generative AI researchers created a Swiss Army knife for sound, one that allows users to control the audio output simply using text. While some AI models can compose a song or modify a voice, none have the dexterity of the new offering. Called Fugatto (short for Foundational Generative Audio Transformer Opus 1), it generates or transforms any mix of music, voices and sounds described with prompts using any combination of text and audio files.

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Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?

Machine Learning Research at Apple

This paper was accepted at the Ninth Conference on Machine Translation (WMT24) at EMNLP 2024. The prosody of a spoken utterance, including features like stress, intonation and rhythm, can significantly affect the underlying semantics, and as a consequence can also affect its textual translation. Nevertheless, prosody is rarely studied within the context of speech-to-text translation (S2TT) systems.

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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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Lonely individuals tend to think and talk in an unusual way, study finds

Hacker News

Lonely individuals show atypical neural and linguistic responses to celebrities, diverging from group norms. Their unique perceptions reflect a lack of shared reality, reinforcing feelings of isolation and highlighting deviations in social cognition linked to loneliness.

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Why Small Language Models (SLMs) Are The Next Big Thing In AI

Flipboard

With Elon Musk’s xAI raising an additional $5B in funding from Andreessen Horowitz, Qatar Investment Authority, Valor Equity Partners, and Sequoia—and Amazon investing an additional $4B in OpenAI rival Anthropic—artificial intelligence enters the holiday season on fire.

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Tealium and Databricks: Providing Real-Time Insights and AI-Driven Customer Experiences

databricks

In today's rapidly changing digital world, consumer data protection and privacy regulations are reshaping how businesses interact with their customers. These changes can.

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Gen Z are all using AI to get their work done, study finds

Flipboard

Twenty-something knowledge workers are pretty much all using generative AI tools, finds a survey out Monday from Google Workspace.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Mark Landry’s Journey: From Kaggle to H2O.ai

Analytics Vidhya

In this Leading with Data, Mark Landry, a distinguished Director of Data Science & Product at H2O.ai and a renowned Kaggle Grandmaster, shares his unique perspective on the evolution of AI. With his impressive ranking and extensive experience, Mark has been at the forefront of data-driven innovation. In this article, we explore Mark’s journey, from […] The post Mark Landry’s Journey: From Kaggle to H2O.ai appeared first on Analytics Vidhya.

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Empowering Business Users with Self-Service Data Intelligence

databricks

Introduction Data is power. According to McKinsey, "Banks own more customer data than companies in most other industries, but they are behind many.

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AI’s Role in Finance: A Conversation with Eleni Verteouri

Analytics Vidhya

In this Leading with Data episode, Eleni Verteouri, AI Tech Lead and Director at UBS, shares her invaluable insights on the transformative journey of AI in finance. With over a decade of experience in model development and a prestigious Forbes Cyprus 20 Women in Tech Award 2024 recognition, Eleni has been at the forefront of […] The post AI’s Role in Finance: A Conversation with Eleni Verteouri appeared first on Analytics Vidhya.

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How to redesign work for the age of AI

Flipboard

Leaders from Google, ING, and Capital One advise avoiding the “gold rush mentality” around artificial intelligence and following these six steps instead.

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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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From Traditional to AI-Native: The Next Era of Applications & Databases

Analytics Vidhya

In this Leading with Data session, we are joined by Bob Van Luijt, CEO of Weaviate. Together, we explore the shift to AI-native applications, the importance of open-source communities, and advancements in AI databases. Discover how Weaviate drives innovation, the role of generative feedback loops, and tips for building impactful AI projects in today’s dynamic […] The post From Traditional to AI-Native: The Next Era of Applications & Databases appeared first on Analytics Vidhya.

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The Hidden Costs Of AI

Flipboard

Naren Narendran is Aerospike’s Chief Scientist. He has previously worked at Bell Labs, Google and Amazon. Generative artificial intelligence (GenAI) continues to dominate headlines and the world remains focused on the large language models (LLMs) needed to drive AI.

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Guide to Build a Math Problem Solver Chat App with LangChain

Analytics Vidhya

Ever wished you had a personal tutor to help you solve tricky math problems? In this article, we’ll explore how to build a math problem solver chat app using LangChain, Gemma 9b, Llama 3.2 Vision and Streamlit. Our app will not only understand and solve text-based math problems but also able to solve image-based questions. […] The post Guide to Build a Math Problem Solver Chat App with LangChain appeared first on Analytics Vidhya.

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How are college students using AI tools like ChatGPT?

Flipboard

Since generative artificial intelligence tools like OpenAI’s ChatGPT have skyrocketed in popularity, some have appreciated AI for its ability to …

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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SLMs vs LLMs: The Ultimate Comparison Guide

Analytics Vidhya

The artificial intelligence landscape is evolving with two competing approaches in language models. On one hand, Large Language Models (LLMs) like GPT-4 and Claude, trained on extensive datasets, are handling increasingly complex tasks each day. On the other side, Small Language Models (SLMs) are emerging, providing efficient solutions while still delivering commendable performance.

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China and UK trail as U.S. reigns supreme in AI development

Dataconomy

The United States remains the world leader in artificial intelligence innovation, according to a newly released Stanford University index. The Stanford Institute for Human-Centered AI’s Global Vibrancy Tool 2024 assesses AI development across 36 countries, ranking the U.S. first, followed by China and the United Kingdom. The index measures various indicators of AI activity, including research output, private investment, and patenting efforts.

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What are Mean and Variance of the Normal Distribution?

Analytics Vidhya

The normal distribution, also known as the Gaussian distribution, is one of the most widely used probability distributions in statistics and machine learning. Understanding its core properties, mean and variance, is important for interpreting data and modelling real-world phenomena. In this article, we will dig into the concepts of mean and variance as they relate […] The post What are Mean and Variance of the Normal Distribution?

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Salesforce CEO says LLM capabilities are nearing their limit

Dataconomy

Marc Benioff, CEO of Salesforce, stated that the future of artificial intelligence (AI) focuses on autonomous agents instead of large language models (LLMs), claiming that the latter have reached their “upper limits.” In a recent episode of The Wall Street Journal ‘s “ Future of Everything ” podcast on November 23, Benioff argued that society has become overly reliant on tools like ChatGPT, leading to inflated expectations regarding AI’s capabilities.

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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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Cybertruck's Many Recalls Make It Worse Than 91 Percent of All 2024 Vehicles

Hacker News

Since launch, Tesla’s polarizing electric pickup has been beset by quality issues, and is now heading to be one of the most unreliable EVs made yet. Strangely, Cybertruck owners may not care one bit.

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Anthropic proposes a new way to connect data to AI chatbots

Flipboard

Anthropic is proposing a new standard for connecting AI assistants to the systems where data resides. Called the Model Context Protocol, or MCP for short, Anthropic says the standard, which it open sourced today, could help AI models produce better, more relevant responses to queries.

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Introducing The Model Context Protocol

Hacker News

The Model Context Protocol (MCP) is an open standard for connecting AI assistants to the systems where data lives, including content repositories, business tools, and development environments. Its aim is to help frontier models produce better, more relevant responses.

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ChatGPT was tasked with designing a website. The result was as manipulative as you'd expect

Flipboard

In a new study, researchers found that ChatGPT creates websites full of deceptive patterns. Generative AI is increasingly being used in all aspects of design, from graphic design to web design.

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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.