Thu.Jan 25, 2024

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Balancing AI: Do good and avoid harm

IBM Journey to AI blog

Growing up, my father always said, “do good.” As a child, I thought it was cringeworthy grammar and I would correct him, insisting it should be “do well.” Even my children tease me when they hear his “do good” advice and I’ll admit I let him have a pass on the grammar front. In the case of responsible artificial intelligence (AI), organizations should prioritize the ability to avoid harm as a central focus.

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Google Launches New AI-Powered Features to Empower Education

Analytics Vidhya

In a bid to enhance the learning experience, Google Classroom has introduced a slew of innovative features aimed at revolutionizing education. From AI-powered question suggestions to improved classroom management, the tech giant is reshaping the landscape of educational technology. Let’s look into the details of these transformative AI features from Google.

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MRO spare parts optimization

IBM Journey to AI blog

Many managers in asset-intensive industries like energy, utilities or process manufacturing, perform a delicate high-wire act when managing inventory. Finding the right balance becomes crucial for helping ensure the success of maintenance, repair and operations (MRO) initiatives, specifically the spare parts that support them. What’s at stake?

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How to Create AI Images Using Duet AI in Google Slides?

Analytics Vidhya

Introduction In today’s digital age, visual content is crucial in capturing audiences’ attention and conveying information effectively. With the advancements in artificial intelligence (AI), creating stunning images has become more accessible. One tool that harnesses AI’s power is Duet AI in Google Slides. In this article, we will explore what Duet AI is, the benefits […] The post How to Create AI Images Using Duet AI in Google Slides?

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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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The importance of diversity in AI isn’t opinion, it’s math

IBM Journey to AI blog

We all want to see our ideal human values reflected in our technologies. We expect technologies such as artificial intelligence (AI) to not lie to us, to not discriminate, and to be safe for us and our children to use. Yet many AI creators are currently facing backlash for the biases, inaccuracies and problematic data practices being exposed in their models.

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AI News Weekly - Issue #369: Mark Zuckerberg’s new goal is creating AGI (artificial general intelligence) - Jan 25th 2024

AI Weekly

Powered by superai.com In the News Mark Zuckerberg’s new goal is creating AGI Fueling the generative AI craze is a belief that the tech industry is on a path to achieving superhuman, god-like intelligence. theverge.com Sponsor Where AI meets the world: SuperAI | 5-6 June 2024, Singapore Join Edward Snowden, Benedict Evans, Balaji Srinivasan, and 150+ other speakers for the premier AI event, 5-6 Jun 2024 in Singapore.

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Guide to Academic Data Analysis With Julius AI

Analytics Vidhya

Introduction In the area of academic research, the journey from raw data to insightful conclusions can be daunting if you’re a beginner or novice. However, with the right approach and tools, transforming data into meaningful knowledge is an immensely rewarding experience. In this guide, we will walk you through a typical academic data analysis workflow, […] The post Guide to Academic Data Analysis With Julius AI appeared first on Analytics Vidhya.

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Customer experience examples that drive value

IBM Journey to AI blog

Organizations that provide an excellent customer experience (CX) can improve sales revenues by 2 to 7 percent and profitability by 1 to 2 percent, according to McKinsey. It’s no surprise. Focusing on good CX can increase customer satisfaction and drive more meaningful customer interactions, ultimately increasing sales and customer retention. As such, more organizations are increasing their dedication to CX strategy and looking towards successful customer experience examples for inspiration

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Riffusion Unveiled: AI’s Symphony in the Evolution of Music Creation

Analytics Vidhya

Introduction Have you ever wondered how artificial intelligence is revolutionizing music creation? It’s unlocking unparalleled possibilities through the harmonious synergy between technology and the art of musical expression. A new horizon in music composition emerges in a world constantly evolving with technological marvels: Riffusion. This article serves as your guide to understanding the extraordinary capabilities […] The post Riffusion Unveiled: AI’s Symphony in the Evoluti

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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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Breaking Down the O’Reilly 2024 Tech Trends Report

Unite.AI

In the swiftly evolving landscape of technology, keeping pace with the latest trends is vital for anyone in the industry. The O'Reilly 2024 Tech Trends Report emerges as a crucial guide in this endeavor, offering a comprehensive overview of the most significant technological advancements and patterns. This annual report, a product of meticulous analysis, is based on the usage data of 2.8 million users on O'Reilly's renowned online learning platform.

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AI4Bharat Introduces Airavata: an Advanced Hindi Language Model

Analytics Vidhya

AI4Bharat, the AI research lab associated with IIT Madras, has recently launched Airavata, an instruction-tuned model tailored for the Hindi language. This model, derived from fine-tuning Sarvam AI’s OpenHathi, aims to enhance performance in assistive tasks through the incorporation of diverse, instruction-tuning Hindi datasets. Airavata’s Development Approach AI4Bharat emphasizes a sustainable approach to developing Airavata. […] The post AI4Bharat Introduces Airavata: an Advanced H

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Visual Instruction Tuning for Pixel-Level Understanding with Osprey

Unite.AI

With the recent enhancement of visual instruction tuning methods, Multimodal Large Language Models (MLLMs) have demonstrated remarkable general-purpose vision-language capabilities. These capabilities make them key building blocks for modern general-purpose visual assistants. Recent models, including MiniGPT-4, LLaVA, InstructBLIP, and others, exhibit impressive visual reasoning and instruction-following abilities.

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AI Coding Assistants Produce ‘Bad Quality Code’: Study

Analytics Vidhya

A recent study by GitClear delves into the intricate world of code development, analyzing a staggering 153 million lines of code to unravel the impact of generative AI coding tools on code quality and maintainability. This study sheds light on how the surge in AI tools is influencing programming practices. Also Read: GPT-Engineer: Your New […] The post AI Coding Assistants Produce ‘Bad Quality Code’: Study appeared first on Analytics Vidhya.

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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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Customer Service Needs a Facelift. AI Can Help

Unite.AI

Customer service is vital to business growth and consumer loyalty. But since the advent of social media, which has endured multiple large market disruptions, there are those who posit whether the Golden Age of customer service is dead, as so many companies have offshored these departments, leaving consumers less satisfied than ever. One way companies can provide better CS and satisfy customer needs, while reining in costs, is through advanced technologies, including generative AI.

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Stability AI’s Small but Mighty Leap with Stable LM 2 1.6B Language Model

Analytics Vidhya

Stability AI, the pioneering company in stable diffusion technology, is making waves in the realm of language models with its latest release, Stable LM 2 1.6B. As the company grapples with reported financial troubles, this strategic shift towards language models could be a game-changer. In this article, we delve into the key features, implications, and […] The post Stability AI’s Small but Mighty Leap with Stable LM 2 1.6B Language Model appeared first on Analytics Vidhya.

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5 New Technologies Creating Safer Operating Rooms

Aiiot Talk

The operating room (OR) is one of the most demanding and high-risk environments in medicine. Precision and efficiency are critical, as even the tiniest slips can result in an adverse outcome. Seamlessly integrating these advanced technologies can help surgical teams improve safety in the OR. 1. OR Black Box This sophisticated system of sensors and data recorders captures every detail during surgical procedures.

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XOR Problem with Neural Networks: An Explanation for Beginners

Analytics Vidhya

Introduction Neural networks have revolutionized artificial intelligence and machine learning. These powerful algorithms can solve complex problems by mimicking the human brain’s ability to learn and make decisions. However, certain problems pose a challenge to neural networks, and one such problem is the XOR problem. In this article, we will shed light on the XOR […] The post XOR Problem with Neural Networks: An Explanation for Beginners appeared first on Analytics Vidhya.

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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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Smart Shopping with AI: Your Personal Experience

Aiiot Talk

Hey, savvy shoppers! Step into the Future of retail, where Artificial Intelligence (AI) is shaking up how we shop, making it all about you. In 2024, it’s not just about scoring awesome deals; it’s like having your own AI shopping buddy. This digital sidekick gets you – it knows what you like, predicts what you need, and takes you on a customized AI shopping journey.

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Create Birthday Song Using AI Cadbury My Birthday Song Maker

Analytics Vidhya

Cadbury Celebration brings an exciting twist to birthdays with their AI-powered Birthday Song Generator. As part of the My Birthday Song campaign, this song generator takes personalized celebrations to the next level. Imagine crafting a unique birthday melody for your loved ones! From selecting genres like bhangra to specifying the relationship, the experience was delightful. […] The post Create Birthday Song Using AI Cadbury My Birthday Song Maker appeared first on Analytics Vidhya.

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This Report from Microsoft AI Reveals the Impact of Fine-Tuning and Retrieval-Augmented Generation RAG on Large Language Models in Agriculture

Marktechpost

Great strides have been made in Artificial Intelligence, especially in Large Language Models like GPT-4 and Llama 2. These models, driven by advanced deep learning techniques and vast data resources, have demonstrated remarkable performance across various domains. Their potential in diverse sectors such as agriculture, healthcare, and finance is immense, as they assist in complex decision-making and data analysis tasks.

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Deploy a Microsoft Teams gateway for Amazon Q, your business expert

AWS Machine Learning Blog

Amazon Q is a new generative AI-powered application that helps users get work done. Amazon Q can become your tailored business expert and let you discover content, brainstorm ideas, or create summaries using your company’s data safely and securely. You can use Amazon Q to have conversations, solve problems, generate content, gain insights, and take action by connecting to your company’s information repositories, code, data, and enterprise systems.

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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 Paper from UNC-Chapel Hill Explores the Complexities of Erasing Sensitive Data from Language Model Weights: Insights and Challenges

Marktechpost

The storage and potential disclosure of sensitive information have become pressing concerns in the development of Large Language Models (LLMs). As LLMs like GPT acquire a growing repository of data, including personal details and harmful content, ensuring their safety and reliability is paramount. Contemporary research has shifted towards devising strategies for effectively erasing sensitive data from these models, which poses unique challenges and necessitates innovative solutions.

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New embedding models and API updates

OpenAI

We are launching a new generation of embedding models, new GPT-4 Turbo and moderation models, new API usage management tools, and soon, lower pricing on GPT-3.5 Turbo.

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Meet RAGxplorer: An interactive AI Tool to Support the Building of Retrieval Augmented Generation (RAG) Applications by Visualizing Document Chunks and the Queries in the Embedding Space

Marktechpost

Understanding how well they comprehend and organize information is crucial in advanced language models. A common challenge arises in visualizing the intricate relationships between different document parts, especially when using complex models like the Retriever-Answer Generator (RAG). Existing tools can only sometimes provide a clear picture of how chunks of information relate to each other and specific queries.

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About COSP and USP: Two New LLM Reasoning Methods Built by Google Research

TheSequence

Created Using DALL-E The evolution of prompt generation is one of the key building blocks of LLM-based applications. Tasks such as reasoning or fine-tuning highly depend on having strong prompt datasets. Techniques such as few-shot setup have significantly reduced the necessity for copious amounts of data to fine-tune models for specific tasks. Nevertheless, challenges persist when it comes to crafting sample prompts, especially in scenarios where a broad array of tasks is covered by general-pur

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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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Meet MMToM-QA: A Multimodal Theory of Mind Question Answering Benchmark

Marktechpost

Understanding the Theory of Mind (ToM), the ability to grasp the thoughts and intentions of others, is crucial for developing machines with human-like social intelligence. Recent advancements in machine learning, especially with large language models, show some capability in ToM understanding. However, current ToM benchmarks primarily rely on either video or text datasets, neglecting the holistic nature of human ToM, which involves flexible reasoning based on conceptual representations from vari

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Former Google CEO's New Startup Will Build AI Attack Drones

Extreme Tech

Eric Schmidt has long been bullish on military drones, and now he's putting his Google money to work building them.

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This AI Paper Proposes COPlanner: A Machine Learning-based Plug-and-Play Framework that can be Applied to any Dyna-Style Model-based Methods

Marktechpost

One of the critical challenges in model-based reinforcement learning (MBRL) is managing imperfect dynamics models. This limitation of MBRL becomes particularly evident in complex environments, where the ability to forecast accurate models is crucial yet difficult, often leading to suboptimal policy learning. The challenge is achieving accurate predictions and ensuring these models can adapt and perform effectively in varied, unpredictable scenarios.