Thu.Nov 23, 2023

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Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting

Analytics Vidhya

Introduction Imagine loving a podcast and wishing to remember the best bits, but it’s all sound, no text. What do you do? That’s where cool tools like LLMs and Audio-to-Text translators step in. They magically turn spoken words into written notes, letting you easily pick out the gems and create handy bullet points. So, your […] The post Enhancing Podcast Accessibility: A Guide to LLM Text Highlighting appeared first on Analytics Vidhya.

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Inflection-2 beats Google’s PaLM 2 across common benchmarks

AI News

Inflection , an AI startup aiming to create “personal AI for everyone”, has announced a new large language model dubbed Inflection-2 that beats Google’s PaLM 2. Inflection-2 was trained on over 5,000 NVIDIA GPUs to reach 1.025 quadrillion floating point operations (FLOPs), putting it in the same league as PaLM 2 Large. However, early benchmarks show Inflection-2 outperforming Google’s model on tests of reasoning ability, factual knowledge, and stylistic prowess.

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Beyond the Buzz: Exploring the Practical Applications of Generative AI in Industries

Analytics Vidhya

Introduction The world today is buzzing around the term ‘Generative AI’. Top tech and management firms including McKinsey, KPMG, Gartner, and Bloomberg are constantly researching to gauge the power of this new technology and predict its future. All these studies show that the rising impact of generative AI in the enterprise has made it an […] The post Beyond the Buzz: Exploring the Practical Applications of Generative AI in Industries appeared first on Analytics Vidhya.

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AI News Weekly - Issue #360: How to talk about the OpenAI drama at Thanksgiving dinner - Nov 23rd 2023

AI Weekly

Powered by superai.com In the News How to talk about the OpenAI drama at Thanksgiving dinner You’ve just landed in Dayton, Ohio after a long, overnight journey from SFO. While you were waiting in Denver on a layover, you checked your phone to see the news: After almost a week of confusion and uncertainty, Sam Altman has been reinstated as CEO of OpenAI. techcrunch.com Sponsor Where AI meets the world: SuperAI | 28-29 February 2024, Singapore Join 5,000+ attendees for the premier AI event, 28-29

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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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Exploring Uses AI for Science with Anima Anandkumar

Analytics Vidhya

Join us for a fascinating journey into the world of AI and scientific breakthroughs with Anima Anandkumar. In this engaging podcast, Anandkumar, a respected Bren Professor at Caltech and Senior Director of AI Research at NVIDIA shares insights into the basics of AI thinking, its cross-disciplinary impact, and the game-changing tensor methods. From tackling weather […] The post Exploring Uses AI for Science with Anima Anandkumar appeared first on Analytics Vidhya.

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Letter that led to Altman’s Exit?

Analytics Vidhya

In the ever-evolving landscape of artificial intelligence, OpenAI has stood out as a beacon of innovation. However, the company recently found itself in the eye of a storm that led to the ousting of its CEO, Sam Altman. Supposedly, the catalyst for this dramatic turn was a letter from concerned OpenAI researchers. The letter warned […] The post Letter that led to Altman’s Exit?

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How Hackers Are Using AI To Steal Your Bank Account Password

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Information theft is far from a novel issue. Since the internet exploded in the early 2000s, hackers have taken advantage of security loopholes to infiltrate devices and siphon vital information that.

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Researchers from Microsoft Research and Tsinghua University Proposed Skeleton-of-Thought (SoT): A New Artificial Intelligence Approach to Accelerate Generation of LLMs

Marktechpost

Large Language Models (LLMs), such as GPT-4 and LLaMA, have undoubtedly transformed the technological landscape. However, sluggish processing speed is a recurring challenge limiting their widespread applicability. Despite their remarkable capabilities, the time it takes to obtain responses from LLMs hinders their effectiveness, particularly in latency-critical applications like chatbots, copilots, and industrial controllers.

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A computer scientist explains how quantum advantage could change the world

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Several companies have made quantum computers, but these early models have yet to demonstrate quantum advantage: the ability to outstrip ordinary supercomputers.

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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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This AI Paper Proposes ML-BENCH: A Novel Artificial Intelligence Approach Developed to Assess the Effectiveness of LLMs in Leveraging Existing Functions in Open-Source Libraries

Marktechpost

LLM models have been increasingly deployed as potent linguistic agents capable of performing various programming-related activities. Despite these impressive advances, a sizable chasm still separates the capabilities demonstrated by these models in static experimental settings from the ever-changing demands of actual programming scenarios. Standard code generation benchmarks test how well LLM can generate new code from scratch.

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How algorithms determine what you'll buy for the holidays — and beyond

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We've all been there: Scrolling through social media and spotting the ads recommending something you never knew you needed, whether it's the perfect …

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NVIDIA AI Researchers Propose Tied-Lora: A Novel Artificial Intelligence Approach that Aims to Improve the Parameter Efficiency of the Low-rank Adaptation (LoRA) Methods

Marktechpost

A group of researchers from Nvidia have developed a new technique called Tied-LoRA, which aims to improve the parameter efficiency of the Low-rank Adaptation (LoRA) method. The course uses weight tying and selective training to find the optimal balance between performance and trainable parameters. The researchers conducted experiments on different tasks and base language models and found that there are trade-offs between efficiency and performance.

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OpenAI's reported 'superintelligence' breakthrough is so big it nearly destroyed the company, and ChatGPT

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It now seems entirely possible that ChatGPT parent company OpenAI has solved the 'superintelligence' problem, and is now grappling with the …

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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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This AI Paper Introduces ?-SO: A Physical Symbolic Optimization Framework that Uses Deep Reinforcement Learning to Discover Physical Laws from Data

Marktechpost

Artificial Intelligence and Deep learning have brought about some great advancements in the field of technology. They are enabling robots to perform activities that were previously thought to be limited to human intelligence. AI is changing the way humans approach problems and bringing revolutionary transformations and solutions to almost every industry.

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Scientists Warn That AI Threatens Science Itself

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"Our tendency to anthropomorphize machines and trust models as human-like truth-tellers — consuming and spreading the bad information that they …

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Decoding Complex AI Models: Purdue Researchers Transform Deep Learning Predictions into Topological Maps

Marktechpost

The highly parameterized nature of complex prediction models makes describing and interpreting the prediction strategies difficult. Researchers have introduced a novel approach using topological data analysis (TDA), to solve the issue. These models, including machine learning, neural networks, and AI models, have become standard tools in various scientific fields but are often difficult to interpret due to their extensive parameterization.

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Image Vector Representation for Machine Learning Using OpenCV

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One of the pre-processing steps that are often carried out on images before feeding them into a machine learning algorithm is to convert them into a feature vector. As we will see in this tutorial, there are several advantages to converting an image into a feature vector that makes the latter more efficient. Among the […] The post Image Vector Representation for Machine Learning Using OpenCV appeared first on MachineLearningMastery.com.

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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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Real AI Wins Project to Build Europe’s Open Source Large Language Model

Marktechpost

During Data Science Conference 2023 in Belgrade on Thursday, 23 November, it was announced that Real AI won the ISCRA project. Real AI is chosen to build Europe’s first-ever Human-Centered LLM on the world’s 4th largest AI Computer Cluster ‘LEONARDO’. LEONARDO – the World’s 4the Largest AI Cluster The Leonardo supercomputer, located at the CINECA data center in Bologna, is a high-performance computing powerhouse.

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5 Free Courses to Master Machine Learning

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Are you excited to learn about and build machine learning models? Start learning today with these free machine learning courses.

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Would You Use ANOVA for Feature Selection?

Towards AI

Last Updated on November 24, 2023 by Editorial Team Author(s): Sai Viswanth Originally published on Towards AI. Know A-Z of ANOVA with an interesting dataset.Photo by Elimende Inagella on Unsplash We often forget the most crucial step when developing a Machine learning model — Feature Selection. Not selecting the right features correlated to the target variable can prevent your model from reaching the potential performance.

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OpenAI reportedly made a potentially scary AI breakthrough

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Staff researchers had warned the previous Board about the potential of this breakthrough, thus triggering Altman's exit. The drama around OpenAI, the creators of ChatGPT, seems to have ended with the reappointment of Sam Altman as the CEO. Or has it?

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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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This AI Research Presents Drivable 3D Gaussian Avatars (D3GA): The First 3D Controllable Model for Human Bodies Rendered with Gaussian Splats

Marktechpost

The Impressionist art movement was founded in the nineteenth century by the Anonymous Society of Painters, Sculptors, Printmakers, etc., and is characterized by “short, broken brushstrokes that barely convey forms.” Recent studies now render human subjects as realistically as possible in photographs, a challenge that the impressionists avoided.

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All the AI terms you need to know

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New technologies always arrive bearing new vocabularies. Here's a guide to the lingo of artificial intelligence.

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MakeBlobs + Fictional Synthetic Data A New(ish) Use Case

Towards AI

Last Updated on November 24, 2023 by Editorial Team Author(s): Adam Ross Nelson Originally published on Towards AI. Breathing new life into your projects (and your data science practice) with this lesser-known SkLearn module From the west edition of the Open Data Science Conference (ODSC), one of the “buzziest” panels was on the topic of synthetic data.

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How AI Is Revolutionizing the Production of Perovskite Solar Cells

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The production of perovskite solar cells is undergoing a transformation through the integration of artificial intelligence (AI) and machine learning.

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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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Inside LlaVA: The Very Popular Open Source Alternative to GPT-4V

TheSequence

Created Using DALL-E Today, we celebrate the Thanksgiving holiday in the United States when it is customary to give thanks for our blessings during the last year. I wanted to take a moment to express my gratitude for your support of this newsletter. Writing this amount of deeply technical content on a weekly basis is not easy, particularly considering I have operational responsibilities in three other companies.

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5 Incredible Text-To-Video AI Tools That Can Amp Up Your Storytelling Skills

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Invideo AI Just add a prompt and see the app do its magic. You can additionally tweak the content with simple text commands. You don't even have to tell the entire stuff to this AI app. Just input an idea and generate videos.

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EmotiVoice: Keys to Emotional Speech Synthesis

Marktechpost

Explore the realm of EmotiVoice, developed by NetEase Youdao, a state-of-the-art voice synthesis TTS engine. This open-source masterpiece features a cast of two thousand voices that sing in both Chinese and English. EmotiVoice’s distinctive feature is its capacity to incorporate feelings into synthetic speech. The cornerstone feature of EmotiVoice is emotion synthesis, which allows users to create expressive speech using a wide range of emotions.