Tue.Sep 19, 2023

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How Enterprises Can Rise Above Data Gravity for a Better Life in the Cloud

insideBIGDATA

In this contributed article, Jim Liddle, Chief Innovation Officer at Nasuni, describes how having file data stored in the cloud and workloads on-premises can result in serious performance issues because remote access and data consolidation don’t play well together. In fact, the combination can create “data gravity” that complicates and slows the movement of data, worsened by the latency that often accompanies remote access.

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Bias Mitigation in Generative AI

Analytics Vidhya

Introduction In today’s world, generative AI pushes the boundaries of creativity, enabling machines to craft human-like content. Yet, amidst this innovation lies a challenge – bias in AI-generated outputs. This article delves into “Bias Mitigation in Generative AI.” We’ll explore the types of bias, from cultural to gender, and understand the real-world impacts they can […] The post Bias Mitigation in Generative AI appeared first on Analytics Vidhya.

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Generative AI Report – 9/19/2023

insideBIGDATA

Welcome to the Generative AI Report round-up feature here on insideBIGDATA with a special focus on all the new applications and integrations tied to generative AI technologies. We’ve been receiving so many cool news items relating to applications and deployments centered on large language models (LLMs), we thought it would be a timely service for readers to start a new channel along these lines.

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How Generative AI Transforms The Craft of Narration?

Analytics Vidhya

Introduction Since time immemorial, stories have captivated our hearts and minds with storylines that elicit emotions, stimulate creativity, and reveal important messages. But what if we could imagine that, thanks to the power of AI, we can now go beyond the limits of human storytelling and allow AI to co-author our stories? In this article, […] The post How Generative AI Transforms The Craft of Narration?

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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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SambaNova Unveils New AI Chip, the SN40L, Powering its Full Stack AI Platform

insideBIGDATA

SambaNova Systems, makers of the purpose-built, full stack AI platform, announced a revolutionary new chip, the SN40L. The SN40L will power SambaNova’s full stack large language model (LLM) platform, the SambaNova Suite, with its revolutionary new design: on the inside it offers both dense and sparse compute, and includes both large and fast memory, making it a truly “intelligent chip.

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15 Ways to Use ChatGPT for Marketing

Analytics Vidhya

Marketing is a very dynamic sector where one really struggles to stay ahead of the curve. There is a compelling urge and a need to compete or beat business rivals to attain success. Maintaining success is as crucial as attaining it. ChatGPT can be your ticket to success, a gift of technology in today’s fast-paced, […] The post 15 Ways to Use ChatGPT for Marketing appeared first on Analytics Vidhya.

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What is Production System in AI? Examples, Working and More

Analytics Vidhya

AI Production Systems are the backbone of decision-making. These systems automate complex tasks through production rules, efficiently processing data and generating insights. They facilitate knowledge-intensive processes comprising a global database, production rules, and a control system. Their key features include simplicity, modularity, adaptability, and modifiability.

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Unveiling Unsupervised Learning

KDnuggets

Explore the unsupervised learning paradigm. Familiarize yourself with the key concepts, techniques, and popular unsupervised learning algorithms.

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Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying

Analytics Vidhya

Introduction A specific category of artificial intelligence models known as large language models (LLMs) is designed to understand and generate human-like text. The term “large” is often quantified by the number of parameters they possess. For example, OpenAI’s GPT-3 model has 175 billion parameters. Use it for a variety of tasks, like translating text, answering […] The post Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying appeared first on

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Unexpected Tools in the Databricks Marketplace to Supercharge Manufacturing Supply Chains

databricks

“Supply chains compete, not companies” — Martin Christopher No two supply chains are identical - the unique combination of products, industries, and geographic locat.

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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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Leading With Data: The Art of Storytelling with Anand S.

Analytics Vidhya

Analytics Vidhya has launched its new series, ‘Leading With Data,’ where industry leaders share their experiences, career journeys, interesting projects, and more. In the debut episode of the series, Mr. Anand S., CEO and Chief Data Scientist at Gramener, was interviewed by the Founder & CEO of Analytics Vidhya, Mr. Kunal Jain. Anand is a […] The post Leading With Data: The Art of Storytelling with Anand S. appeared first on Analytics Vidhya.

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17 most influential equations simplified

Data Science Dojo

The world we live in is defined by numbers and equations. From the simplest calculations to the most complex scientific theories, equations are the threads that weave the fabric of our understanding. In this blog, we will step on a journey through the corridors of mathematical and scientific history, where we encounter the most influential equations that have shaped the course of human knowledge and innovation.

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Don’t Miss Out! Enroll in FREE Courses Before 2023 Ends

KDnuggets

Complete the last quarter of the year and improve your skills to get you kickstarted for 2024’s self-development plan with these FREE courses.

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Google Bard Extensions: Your AI sidekick, now supercharged

Dataconomy

Google continues to push the boundaries of innovation. You already meet Bard, your creative assistant, an AI experiment designed to bring your ideas to life with unprecedented precision. Whether you’re planning a grand adventure, crafting the perfect job application, or diving into the world of knowledge, Bard has your back. And now, it’s about to get even better.

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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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The Data + AI Trifecta: People, Process, and Platform

databricks

Business leaders are all asking the same questions: How do we accelerate our company’s plan for data and AI? How can we take a.

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AI in healthcare searches skyrocket by over 300% in three years, 10x that of AI safety

Dataconomy

Artificial Intelligence (AI) and healthcare has been on a meteoric rise, and our analysis of Google search data from 2020 to 2023 reveals an astonishing surge in public interest. The study, conducted by Dataconomy in August 2023, shines a spotlight on the monumental increase of over 300% in AI-related healthcare queries, positioning it as a dominant inquiry within the broader AI landscape.

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Unveiling Neural Magic: A Dive into Activation Functions

KDnuggets

Cracking the code of activation functions: Demystifying their purpose, selection, and timing.

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Top 5 free AI song cover generators you can find online

Dataconomy

Are you looking for free AI song cover generators that you can have some fun with? You are at the right place! Here are a couple of AI song cover generators that are both free and subscrpition-based! In the world of music, creativity knows no bounds, and technology continues to bridge the gap between imagination and reality. If you’re an aspiring artist, content creator, or simply a music enthusiast, you’ll be delighted to discover that AI-powered song cover generators are now readil

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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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Quantum Resistance and the Signal Protocol

Hacker News

The Signal Protocol is a set of cryptographic specifications that provides end-to-end encryption for private communications exchanged daily by billions of people around the world. After its publication in 2013, the Signal Protocol was adopted not only by Signal but well beyond. Technical informat.

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The Physical Process That Powers a New Type of Generative AI

Flipboard

Some modern image generators rely on the principles of diffusion to create images. Alternatives based on the process behind the distribution of charged particles may yield even better results.

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Windows Subsystem for Linux gets new 'mirrored' network mode

Hacker News

Microsoft has released Windows Subsystem for Linux (WSL) 2.0.0 with a set of new opt-in experimental features, including a new network mode and automated memory and disk size cleanup.

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Google’s Bard can now read emails as company tries to show it’s useful

Flipboard

Google is integrating its Bard artificial intelligence chatbot with some of its other products, including Gmail, YouTube and Google Docs, as the tech giant tries to keep up with fierce competition and get more people to use its AI tools.

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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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X-ray laser will ‘film’ chemical reactions in unprecedented detail

Hacker News

Upgraded laser in California will produce one million X-ray pulses per second to study ultrafast processes at the atomic level. Upgraded laser in California will produce one million X-ray pulses per second to study ultrafast processes at the atomic level.

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Pryon raises $100M to index and analyze enterprise data

Flipboard

Pryon, a startup developing an AI-powered platform to look for insights in — and surface answers from — enterprise knowledge bases, today announced that it raised $100 million in a funding round led by Thomas Tull’s U.S. Innovative Technology Fund.

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Contrastive Decoding Improves Reasoning in Large Language Models

Hacker News

We demonstrate that Contrastive Decoding -- a simple, computationally light, and training-free text generation method proposed by Li et al 2022 -- achieves large out-of-the-box improvements over greedy decoding on a variety of reasoning tasks. Originally shown to improve the perceived quality of long-form text generation, Contrastive Decoding searches for strings that maximize a weighted difference in likelihood between strong and weak models.

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After relaunching as a studio for creators, LimeWire acquires BlueWillow, a Midjourney competitor

Flipboard

In the Wild West of generative AI, a new, unlikely cowboy is riding into town. LimeWire — once infamous for music piracy and incurring the wrath of the music industry before shutting down — last year pivoted under new owners into the world of content creation.

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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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Pink Diamonds Erupted to Earth's Surface after Early Supercontinent's Breakup

Hacker News

Western Australia’s Argyle Mine is famous for its rare pink diamonds, and scientists now think they know how these formed: a tectonic collision followed by the breakup of a supercontinent

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Google’s Bard chatbot can now tap into your Google apps, double check answers and more

Flipboard

Google today is releasing a more capable version of Bard, its generative AI chatbot and ChatGPT rival, which now lets you double-check its answers, collaborate with others, and, notably, integrate with Google’s own apps and services, including Gmail, Docs, Drive, Maps, YouTube, and Google Flights …

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The Pirate Bay Celebrates Its 20th Anniversary

Hacker News

During the summer of 2003, Swedish pro-culture organization Piratbyrån was making a name for itself; sharing news and educating people on how they could share media online. What the group’s members didn’t realize at the time, is that the plans they made would create a ripple effect that still has an impact decades later. Like many other people mesmerized by the unbridled ability to share files over the Internet, the new BitTorrent protocol caught Piratbyrån’s eye.

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How Will the Tech Titans Behind ChatGPT, Bard, and LLaMA Make Money?

Flipboard

It seems like anything is possible with generative AI right now. But how will companies profit from those big ideas? Andy Wu breaks down the potentially painful tradeoffs that tech firms might face as artificial intelligence enters its next phase.

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Business Intelligence 101: How To Make The Best Solution Decision For Your Organization

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.