Fri.Aug 02, 2024

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Google’s Gemini 1.5 Pro dethrones GPT-4o

AI News

Google’s experimental Gemini 1.5 Pro model has surpassed OpenAI’s GPT-4o in generative AI benchmarks. For the past year, OpenAI’s GPT-4o and Anthropic’s Claude-3 have dominated the landscape. However, the latest version of Gemini 1.5 Pro appears to have taken the lead. One of the most widely recognised benchmarks in the AI community is the LMSYS Chatbot Arena, which evaluates models on various tasks and assigns an overall competency score.

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What are COUNT and COUNTA in Excel?

Analytics Vidhya

Introduction Accurate data counting and analysis are vital in Excel, particularly for large datasets. Excel provides several functions for this purpose, with COUNT and COUNTA being key tools for cell tallying under various conditions. While both functions count cells, they are designed for different data types. Let’s look at the specifics of COUNT and COUNTA, […] The post What are COUNT and COUNTA in Excel?

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The hidden climate cost of AI: How tech giants are struggling to go green

AI News

As AI takes centre stage in Silicon Valley, an inconvenient truth is emerging behind the scenes: AI has a massive carbon footprint. Tech giants like Microsoft, Google and Amazon have made bold commitments to slash greenhouse gas emissions in the coming years, but the technology they’re betting their futures on is making those climate goals increasingly challenging to achieve.

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What are the Different Components of Diffusion Models?

Analytics Vidhya

Introduction Artificial intelligence has revolutionized because of Stable Diffusion, which makes producing high-quality images from noise or text descriptions possible. Several essential elements come together in this potent generative model to create amazing visual effects. The five main components of Diffusion Models—the forward and reverse processes, the noise schedule, positional encoding, and neural network architecture—will […] The post What are the Different Components of Diffusion

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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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Microsoft gains major AI client as TikTok spends $20 million monthly

AI News

Where many have struggled to turn their cloud services into a profitable endeavour, Microsoft has stood out by integrating OpenAI’s successful AI technology. For instance, take TikTok. According to internal financial documents, as of March 2022, ByteDance’s TikTok was spending nearly $20 million every month on OpenAI’s AI model services, which TikTok accessed through Microsoft.

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AI In Your Supermarket Ai-sles?

Unite.AI

This century has seen the rise of digitization and technology across countless businesses and sectors. While tech companies and online retailers have driven much of this transformation, the past decade has also brought these changes to brick-and-mortar establishments as well. As such, supermarkets have increasingly turned to digital technology to improve the shopping experience – everything from self-checkout kiosks and electronic shelf labels to smart shopping carts and inventory tracking s

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Who is a Business Intelligence Analyst and How to Become One?

Analytics Vidhya

Introduction Suppose you are a representative of a particular company that’s lead to the board of directors making important decisions about the corporation. The main role in decision-making reflected in this choice is assigned to Business Intelligence Analyst who provides relevant information to be used in decision-making. This role is very crucial in the ability […] The post Who is a Business Intelligence Analyst and How to Become One?

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AI Will Transform Traditionally Female Spheres – We Can’t Afford to Ignore Their Voices

Unite.AI

Female business leaders are playing a vital role in AI ’s development, safety and social impact. Yet they remain a stark minority in AI fields, representing just 26% of analytics and AI job positions and authoring 14% of AI research papers. Ironically, we are about to see AI transform many aspects of life that have traditionally been associated with women.

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What the EU AI Act is already changing for businesses

IBM Journey to AI blog

The European Union’s AI Act entered into force on August 1. The EU AI Act is one of the first regulations of artificial intelligence to be adopted in one of the world’s largest markets. What is it going to change for businesses? What is the EU AI Act? The European Union (EU) is the first major market to define new rules around AI. “The aim is to turn the EU into a global hub for trustworthy AI,” according to EU officials.

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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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Google DeepMind Researchers Introduce Diffusion Augmented Agents: A Machine Learning Framework for Efficient Exploration and Transfer Learning

Marktechpost

Reinforcement learning (RL) focuses on how agents can learn to make decisions by interacting with their environment. These agents aim to maximize cumulative rewards over time by using trial and error. This field is particularly challenging due to the need for large amounts of data and the difficulty in handling sparse or absent rewards in real-world applications.

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Mapping the misuse of generative AI

DeepMind

New research analyzes the misuse of multimodal generative AI today, in order to help build safer and more responsible technologies.

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Transformative Impact of Artificial Intelligence AI on Medicine: From Imaging to Distributed Healthcare Systems

Marktechpost

The Role of AI in Medicine: AI simulates human intelligence in machines and has significant applications in medicine. AI processes large datasets to identify patterns and build adaptive models, particularly in deep learning for medical image analysis, such as X-rays and MRIs. Multi-agent systems enhance distributed AI, enabling medical robots to assist in surgeries and patient care.

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Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock

AWS Machine Learning Blog

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Company earnings calls are crucial events that provide transparency into a company’s financial health and prospects. Earnings reports detail a firm’s financials over a specific period, including revenue, net income, earnings per share, balance sheet, and cash flow statement.

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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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Black Forest Labs Open-Source FLUX.1: A 12 Billion Parameter Rectified Flow Transformer Capable of Generating Images from Text Descriptions

Marktechpost

In a seminal announcement, Black Forest Labs has emerged as a new player in the generative AI landscape. With deep roots in the research community, this innovative company aims to revolutionize the field of generative deep learning models, particularly focusing on media such as images and videos. Their mission is clear: to push the boundaries of creativity, efficiency, and diversity in AI-generated content.

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Accelerate Feature Engineering With Photon

databricks

Training a high-quality machine learning model requires careful data and feature preparation. To fully utilize raw data stored as tables in Databricks, running.

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Optimizing Large Language Models for Concise and Accurate Responses through Constrained Chain-of-Thought Prompting

Marktechpost

LLMs have shown impressive abilities in handling complex question-answering tasks, supported by advancements in model architectures and training methods. Techniques like chain-of-thought (CoT) prompting have gained popularity for improving the explanation and accuracy of responses by guiding the model through intermediate reasoning steps. However, CoT prompting can result in longer outputs, increasing the time needed for response generation due to the word-by-word decoding process of autoregress

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GraphStorm 0.3: Scalable, multi-task learning on graphs with user-friendly APIs

AWS Machine Learning Blog

GraphStorm is a low-code enterprise graph machine learning (GML) framework to build, train, and deploy graph ML solutions on complex enterprise-scale graphs in days instead of months. With GraphStorm, you can build solutions that directly take into account the structure of relationships or interactions between billions of entities, which are inherently embedded in most real-world data, including fraud detection scenarios, recommendations, community detection, and search/retrieval problems.

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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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Assessing Noise Impact on Machine Learning Models for Voice Disorder Evaluation

Marktechpost

Deep learning has become a powerful tool for classifying pathological voices, particularly in the GRBAS (Grade, Roughness, Breathiness, Asthenia, Strain) scale assessment. The GRBAS scale is a standardized method clinicians use to evaluate voice disorders based on auditory-perceptual judgment. Traditional methods for classifying pathological voices often rely on manual feature extraction and subjective analysis, which can be time-consuming and inconsistent.

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Intel's Day of Reckoning Arrives: 15,000 Jobs Will Be Eliminated

Extreme Tech

The company is taking drastic action to shore up its balance sheet and to become more agile in the face of stiff competition.

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GitHub Launches GitHub Models: Enabling Millions of Developers to Become AI Engineers and Build with Industry-Leading AI Models

Marktechpost

The number of modern applications containing both the backend and frontend code with one or more generative AI models is increasing rapidly. Developers are required to keep up with the expanding field of AI engineering in order to incorporate these models into their latest projects. Currently, the major issue that developers are facing is limited access to machine learning models, which hinders their ability to leverage AI in building applications.

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Taco Bell to Expand AI Ordering at Drive-Thrus

Extreme Tech

Delegating drive-thru duties to AI frees Taco Bell's human employees to 'focus on front-of-house hospitality,' executives say.

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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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Apple Introduces Homomorphic Encryption via Swift: Revolutionizing Privacy-Preserving Cloud Computations

Marktechpost

Ensuring data privacy and security during computational processes presents a significant challenge, particularly when using cloud services. Traditional encryption methods require data to be decrypted before processing, exposing it to potential risks. Homomorphic encryption offers a promising solution, allowing computations on encrypted data without revealing the underlying information.

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The AI Tool That Introverts Will Love

Artificial Corner

Unsplash If you’re an introvert, probably you have a hard time maintaining eye contact while talking to people. This issue isn’t exclusive to face-to-face conversations, but can also happen to you during video conferences (for example, when reading a script). Although tech can’t help you magically keep eye contact in a real face-to-face conversation, there’s an AI tool that adds an eye contact effect to your video conferences.

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MMS Zero-shot Released: A New AI Model to Transcribe the Speech of Almost Any Language Using Only a Small Amount of Unlabeled Text in the New Language

Marktechpost

Speech recognition is a rapidly evolving field that enables machines to understand and transcribe human speech across various languages. This technology is vital for virtual assistants, automated transcription services, and language translation applications. Despite significant advancements, the challenge of covering all languages, particularly low-resource ones, remains substantial.

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Scientists Plan to Store Endangered Animal Tissues on the Moon

Extreme Tech

A storage center on the Moon could serve as a backup resource for the biological record and for genetic resurrection attempts.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Google AI Introduces ShieldGemma: A Comprehensive Suite of LLM-based Safety Content Moderation Models Built on Gemma2

Marktechpost

Large Language Models (LLMs) have gained significant traction in various domains, revolutionizing applications from conversational agents to content generation. These models demonstrate exceptional capabilities in comprehending and producing human-like text, enabling sophisticated applications across diverse fields. However, the deployment of LLMs necessitates robust mechanisms to ensure safe and responsible user interactions.

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NZXT Expands Its Gaming PC Rental Service to 3 Tiers

Extreme Tech

The company used to rent a single midrange configuration but has now expanded to high-end and low-end models as well.

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NeuralForecast 1.7.4 Released: Nixtla’s Advanced Library Revolutionizes Neural Forecasting with Usability and Robustness

Marktechpost

In a significant development for the forecasting community, Nixtla has announced the release of NeuralForecast , an advanced library designed to offer a robust and user-friendly collection of neural forecasting models. This library aims to bridge the gap between complex neural networks and their practical application, addressing the persistent challenges faced by forecasters in terms of usability, accuracy, and computational efficiency.