Thu.Apr 04, 2024

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Apple Launches ReALM Model that Outperforms GPT-4

Analytics Vidhya

Apple researchers have unveiled ReALM, an innovative AI system designed to enhance voice assistants‘ understanding of on-screen content and context. The AI enables more natural interactions with devices by converting visual elements into text, thereby transforming user experience. Let us explore this new technology and also find out how it compares with existing models such […] The post Apple Launches ReALM Model that Outperforms GPT-4 appeared first on Analytics Vidhya.

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The Rise of Time-Series Foundation Models for Data Analysis and Forecasting

Unite.AI

Time series forecasting plays a vital role in crucial decision-making processes across various industries such as retail, finance, manufacturing, and healthcare. However, compared to domains like natural language processing and image recognition , the integration of advanced artificial intelligence (AI) techniques into time series forecasting has been relatively slow.

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Replit Launches AI Code Repair Tool

Analytics Vidhya

Replit, an AI-driven software creation platform, has enhanced its Integrated Development Environment (IDE) through AI integration. At the Developer Day event held on April 2nd, Replit launched an innovative AI code repair tool and a collaborative platform named Replit Teams on its IDE. Replit Teams aims to provide developers with a new experience in collaboration […] The post Replit Launches AI Code Repair Tool appeared first on Analytics Vidhya.

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Why data quality is critical for marketing in the age of GenAI

AI News

A recent survey reveals that CMOs around the world are optimistic and confident about GenAI’s future ability to enhance productivity and create competitive advantage. Seventy per cent are already using GenAI and 19 per cent are testing it. And the main areas they’re exploring are personalisation (67%), content creation (49%) and market segmentation (41%).

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Is MANGO the New FAANG of Generative AI Era?

Analytics Vidhya

Remember when we were in school or college, Facebook and Google first burst onto the scene? Those were incredibly exciting times. Social media was still in its infancy, and Google quickly became the go-to search engine for all our queries. Little did we know that they would become the corporate titans they are today. Fast-forward […] The post Is MANGO the New FAANG of Generative AI Era?

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Anthropic Finds a Way to Extract Harmful Responses from LLMs

Analytics Vidhya

Artificial intelligence (AI) researchers at Anthropic have uncovered a concerning vulnerability in large language models (LLMs), exposing them to manipulation by threat actors. Dubbed the “many-shot jailbreaking” technique, this exploit poses a significant risk of eliciting harmful or unethical responses from AI systems. It capitalizes on the expanded context windows of modern LLMs to break […] The post Anthropic Finds a Way to Extract Harmful Responses from LLMs appeared first

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Accelerate hybrid cloud transformation through IBM Cloud for Financial Service Validation Program

IBM Journey to AI blog

The cloud represents a strategic tool to enable digital transformation for financial institutions As the banking and other regulated industry continues to shift toward a digital-first approach, financial entities are eager to use the benefits of digital disruption. Lots of innovation is happening, with new technologies emerging in areas such as data and AI, payments, cybersecurity and risk management, to name a few.

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Top 10 Free Generative AI Courses

Analytics Vidhya

Explore the revolutionary field of Generative AI by enrolling in one of our top ten carefully chosen courses! These courses aim to spark your interest and provide you with the knowledge and abilities required to make innovative contributions in the field of artificial intelligence. Topics range from comprehending the fundamentals of Generative Adversarial Networks (GANs) […] The post Top 10 Free Generative AI Courses appeared first on Analytics Vidhya.

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Bridging the Digital Divide: The Role of AI-Powered, Platform-Centric Strategies in Crafting Future-Ready Enterprises

Unite.AI

As the shift towards a blend of traditional and remote work models becomes more pronounced, and consumer expectations exceed the capacities of legacy systems, executives are in pursuit of adaptable digital infrastructures capable of immediate reaction. However, this quest for digital progression uncovers a significant rift: while IT departments concentrate on creating resilient infrastructures, business units are more concerned with enhancing the digital interface for consumers.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Top 12 Free Python Courses

Analytics Vidhya

Whether you’re a complete beginner eager to learn your first programming language or an experienced coder looking to expand your skill set, these top 12 free Python courses are here to guide you every step of the way! From creating games and automating everyday tasks to diving into data science and machine learning, Python offers […] The post Top 12 Free Python Courses appeared first on Analytics Vidhya.

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UniLLMRec: An End-to-End LLM-Centered Recommendation Framework to Execute Multi-Stage Recommendation Tasks Through Chain-of-Recommendations

Marktechpost

The goal of recommender systems is to predict user preferences based on historical data. Mainly, they are designed in sequential pipelines and require lots of data to train different sub-systems, making it hard to scale to new domains. Recently, Large Language Models (LLMs) such as ChatGPT and Claude have demonstrated remarkable generalized capabilities, enabling a singular model to tackle diverse recommendation tasks across various scenarios.

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OpenAI’s New Tool Can Mimic Anyone’s Voice; Here’s Why It’s Scary

Analytics Vidhya

Introduction Synthetic voices are artificial computer-generated voices that can sound just like real people. This new AI voice cloning technology uses advanced programs to create very natural-sounding speech. However, there are risks of synthetic voices being misused to spread misinformation, scam people through fake voices, or impersonate others without permission.

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The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs

Explosion

With the latest advancements in NLP and LLMs, and big companies like OpenAI dominating the space, many people wonder: Are we heading further into a black box era with larger and larger models, obscured behind APIs controlled by big tech monopolies?

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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Top 12 Generative AI Influencers on Twitter

Analytics Vidhya

Introduction X (formerly Twitter) is an excellent platform for discussing diverse topics. By following knowledgeable individuals, you can gain profound insights into AI and discover the latest trends. Keeping that in mind, we have created a list of 12 top generative AI influencers on X. These influencers offer perspectives from various backgrounds, such as education, […] The post Top 12 Generative AI Influencers on Twitter appeared first on Analytics Vidhya.

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AssemblyAI Unveils Universal-1: Surpassing Whisper-3 with Groundbreaking Accuracy and Speed in Speech Recognition

Marktechpost

The field of automatic speech recognition (ASR) is constantly evolving, and AssemblyAI has recently made a breakthrough with its latest innovation, Universal-1. This new model outperforms OpenAI’s Whisper Large-v3 models and sets a new benchmark in ASR technology. AssemblyAI’s Universal-1, their most powerful speech recognition model to date, has been trained on over 12.5 million hours of multilingual audio data, achieving unprecedented levels of accuracy and efficiency.

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Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx

Analytics Vidhya

Introduction In the previous article, We went through the process of building a machine-learning model for sentiment analysis that was encapsulated in a Flask application. This Flask application uses sentiment analysis to categorize tweets as positive or negative. Ready for implementation, the complete project is version-controlled on GitHub. Moving further, we will now walk over […] The post Deploying Machine Learning Model Using Flask on AWS with Gunicorn and Nginx appeared first on Anal

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Condition-Aware Neural Network (CAN): A New AI Method for Adding Control to Image Generative Models

Marktechpost

A deep Neural network is crucial in synthesizing photorealistic images and videos using large-scale image and video generative models. These models can be made into productive tools for humans through a critical step: adding control. This will empower generative models to follow the instructions humans provided instead of randomly generating data samples.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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10+ Best Laptops that Can Handle AI and Analytics Workloads in 2024

Analytics Vidhya

Introduction In life, we require harmonizing elements that complement each other’s existence. You might have heard that Life is the rider, and time is the ride. Together, they create the journey we call existence. Similarly, if you are in AI and analytics, you need the best mentor, environment, and workstation to excel. You must work […] The post 10+ Best Laptops that Can Handle AI and Analytics Workloads in 2024 appeared first on Analytics Vidhya.

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NVIDIA Ranked by Fortune at No. 3 on ‘100 Best Companies to Work For’ List

NVIDIA

NVIDIA jumped to No. 3 on the latest list of America’s 100 Best Companies to Work For by Fortune magazine and Great Place to Work. It’s the company’s eighth consecutive year and highest ranking yet on the widely followed list, published today, which more than a thousand businesses vie to land on. NVIDIA ranked sixth last year. “Since the COVID pandemic, employees are increasingly prioritizing work-life balance, mission alignment and empathetic workplaces,” Fortune wrote, with hotelier Hilton tak

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TFB: An Open-Source Machine Learning Library Designed for Time Series Researchers

Marktechpost

Robust benchmarks are indispensable tools in the arsenal of researchers, providing a rigorous framework for evaluating new methods across a diverse array of datasets. These benchmarks are pivotal in advancing the state-of-the-art, fostering innovation, and ensuring fair and meaningful comparisons among competing methodologies. Notably, benchmarks such as ImageNet have set the gold standard in computer vision by offering a substantial dataset for rigorous evaluation, thus catalyzing progress in t

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Getting Started with OpenAI: The Lingua Franca of AI

Towards AI

Author(s): Abhinav Kimothi Originally published on Towards AI. Image generated using Yarnit AI by the author 30th November, 2022 will be remembered as the watershed moment in artificial intelligence. OpenAI released ChatGPT and the world was mesmerised. Interest in previously obscure terms like Generative AI and Large Language Models (LLMs), was unstoppable over the following 15 months.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Meet ChemBench: A Machine Learning Framework Designed to Rigorously Evaluate the Chemical Knowledge and Reasoning Abilities of LLMs

Marktechpost

The surge in artificial intelligence research has heralded a new era across various scientific domains, with the field of chemistry being no exception. The introduction of large language models (LLMs) has opened up unprecedented avenues for advancing chemical sciences, primarily through their ability to sift through and interpret extensive datasets, often encapsulated in dense textual formats.

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Midjourney Explorations — Fancy Framing with Style Reference Images

Towards AI

Last Updated on April 5, 2024 by Editorial Team Author(s): PromptDervish Originally published on Towards AI. Use sref and cref to create intriguing new images with combined traits. Did you know you can use style reference images (sref) to add a frame to your image in Midjourney? If you begin with a frame or unusual shape (see below right) that could be used as a frame, you can add it as an sref to a prompt.

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Meet Candle: A Minimalist Machine Learning Framework for Rust that Focuses on Performance (Including GPU Support) and Ease of Use

Marktechpost

Deploying machine learning models efficiently is crucial for various applications. However, traditional frameworks like PyTorch come with their own set of challenges. They are large, making instance creation on a cluster slow, and their reliance on Python can cause performance issues due to overhead and the Global Interpreter Lock (GIL). As a result, there is a need for a more lightweight and efficient solution.

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Astronomers May Have Found a Dark Matter Dwarf Galaxy

Extreme Tech

The object currently known as UMa3/U1 is the faintest star cluster known, and it may be rich in dark matter.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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TWIN-GPT: A Large Language Model-based Digital Twin Creation Approach for Clinical Trials

Marktechpost

Clinical trials play a crucial role in medical advancements by rigorously evaluating the safety and efficacy of new treatments. Despite their critical importance, these trials are often fraught with challenges, including high costs, lengthy durations, and the necessity for large numbers of participants, significantly increasing the risk of failure. One significant obstacle in optimizing clinical trials is the accurate prediction of outcomes.

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Intel CEO: Foundry Business Won't be Profitable Until 2030

Extreme Tech

Pat Gelsinger has finally pulled the covers back a bit on its fledgling foundry business.

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This Machine Learning Research Presents a Review on Advancing Differential Privacy in High-Dimensional Linear Models: Balancing Accuracy with Data Confidentiality

Marktechpost

In data science, linear models such as linear and logistic regression have long been celebrated for their straightforwardness and efficacy in drawing meaningful inferences from data. These models excel in scenarios where the relationship between input variables and outcomes is linear, making them invaluable tools for predicting consumer demand, assessing medical risks, and identifying potential fraud.