Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries. The relevance of this context directly impacts the model’s ability to generate accurate and contextually appropriate responses.

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AI News

NOVEMBER 22, 2024

A critical part of OpenAI’s safeguarding process is “red teaming” — a structured methodology using both human and AI participants to explore potential risks and vulnerabilities in new systems. Historically, OpenAI has engaged in red teaming efforts predominantly through manual testing, which involves individuals probing for weaknesses. This was notably employed during the testing of their DALL·E 2 image generation model in early 2022, where external experts were invited to identify p

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Analytics Vidhya

NOVEMBER 21, 2024

Introducing Hunyuan3D-1.0, a game-changer in the world of 3D asset creation. Imagine generating high-quality 3D models in under 10 seconds—no more long waits or cumbersome processes. This innovative tool combines cutting-edge AI and a two-stage framework to create realistic, multi-view images before transforming them into precise, high-fidelity 3D assets.

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Unite.AI

NOVEMBER 19, 2024

The integration of artificial intelligence (AI) into business is essential, especially for companies aiming to remain competitive. The business of mergers and acquisitions (M&A) is no exception. AI is already transforming M&A processes by increasing efficiency, mitigating risks, and uncovering new opportunities. The high stakes challenges of M&A Dealmakers are required to manage information and data of multiple stakeholders in high pressure, time sensitive environments.

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Speaker: Carolyn Clark and Miriam Connaughton

The future of HR is here, and it's all about collaboration, innovation, and impact. Join us for a forward-thinking session where seasoned experts Miriam and Carolyn will share insights and practical strategies to help you stay ahead of evolving HR trends. Discover how to build strong partnerships with internal teams to craft a transparent, authentic, and connected workforce experience.

AI

Flipboard

NOVEMBER 20, 2024

Schrödinger CEO Ramy Farid wants you to know that his company isn’t an AI company…but he’ll call it that if you want to. The company, founded in 1990, started out by making software that used the basic laws of physics to laboriously and exactly predict how molecules will interact with each other in space. Those calculations, rooted in the field of computational physics, needed lots of expensive and time-consuming computing power to run, and many people abandoned those t

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Analytics Vidhya

NOVEMBER 21, 2024

Image segmentation is another popular computer vision task that has applications with different models. Its usefulness across different industries and fields has allowed for more research and improvements. Maskformer is part of another revolution of image segmentation, using its mask attention mechanism to detect objects that overlap their bounding boxes.

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Computer Vision 270

Unite.AI

NOVEMBER 18, 2024

Has AI forever changed the way we work? That depends on which “AI” you’re talking about. Artificial Intelligence describes a wide set of computing technologies that perform various functions. It’s not uncommon to have multiple types of AI in use within the same workplace – or even within the same software program – to optimize task automation and improve productivity.

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Flipboard

NOVEMBER 22, 2024

Leaders and companies everywhere recognize the transformative potential that AI holds for their business — but very few of them have a systematic plan for how to experiment with and adopt AI at scale. In this article, John Winsor offers one, based on the successful work that he and Jin Paik have done in recent years helping companies experiment with and adopt digital-talent platforms at scale.

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AI News

NOVEMBER 21, 2024

Samsung has revealed Gauss2, the second-generation proprietary AI model set to significantly enhance user experiences. Paul Kyungwhoon Cheun, President and CTO of the Device eXperience (DX) Division, commented: “Samsung Electronics is committed to developing cutting-edge software, including AI and data analytics, to enhance user experiences. “With three distinct models, Samsung Gauss2 is already boosting our internal productivity, and we plan to integrate it into products to deliver higher level

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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

Analytics Vidhya

NOVEMBER 20, 2024

Imagine you’re planting a garden with a variety of plants, each requiring a different amount of water. If you used the same amount of water on all of them every day, some plants would thrive, while others might get overwatered or dry out. In machine learning, a similar challenge exists with gradient descent, where using […] The post What is Adaptive Gradient(Adagrad) Optimizer?

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Unite.AI

NOVEMBER 20, 2024

The growth of autonomous agents by foundation models (FMs) like Large Language Models (LLMs) has reform how we solve complex, multi-step problems. These agents perform tasks ranging from customer support to software engineering, navigating intricate workflows that combine reasoning, tool use, and memory. However, as these systems grow in capability and complexity, challenges in observability, reliability, and compliance emerge.

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Flipboard

NOVEMBER 22, 2024

Amazon on Friday announced it would invest an additional $4 billion in Anthropic, the artificial intelligence startup founded by ex-OpenAI research executives.

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AI News

NOVEMBER 21, 2024

Discover how chatbots for marketing can boost your ROI with enhanced engagement and instant customer responses. What are chatbots? Chatbots are automated software applications designed to simulate human conversation. They interact with users through text or voice, providing immediate responses and performing various tasks. AI chatbots can understand and process natural language, enabling them to handle complex queries and provide relevant information or services.

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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.

Analytics Vidhya

NOVEMBER 16, 2024

Most of us today use ChatGPT for creating content, doing research, and a number of other daily tasks. Did you know you can now get more contextual responses and edit specific parts of the content on ChatGPT? Yes, this is now possible with the Canvas integration on OpenAI’s GPT-4o model. GPT-4o with Canvas lets you […] The post 3 Ways to Use GPT 4o Like a Pro with Canvas appeared first on Analytics Vidhya.

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Unite.AI

NOVEMBER 19, 2024

For years, artificial intelligence (AI) has been a tool crafted and refined by human hands, from data preparation to fine-tuning models. While powerful at specific tasks, today’s AIs rely heavily on human guidance and cannot adapt beyond its initial programming. This dependence limits AI’s ability to be flexible and adaptable, the qualities that are central to human cognition and needed to develop artificial general intelligence (AGI).

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Flipboard

NOVEMBER 22, 2024

Anthropic, OpenAI’s close rival, has raised an additional $4 billion from Amazon, and has agreed to make Amazon Web Services (AWS), Amazon’s cloud computing division, the primary place it’ll train its flagship generative AI models.

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AI News

NOVEMBER 19, 2024

A report by Publicis Sapient sheds light on the disparities between the C-suite and practitioners, dubbed the “V-suite,” in their perceptions and adoption of generative AI. The report reveals a stark contrast in how the C-suite and V-suite view the potential of generative AI. While the C-suite focuses on visible use cases such as customer experience, service, and sales, the V-suite sees opportunities across various functional areas, including operations, HR, and finance.

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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?

Business Intelligence

Analytics Vidhya

NOVEMBER 18, 2024

In this tutorial, you will learn how to construct iterate update and train a CNN model using JAX, Flax, and Optax on the MNIST dataset. This tutorial starts from how to set up the environment and preprocess the data to how to define the CNN structure and the final step is to test the model. […] The post Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide appeared first on Analytics Vidhya.

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Deep Learning 224

Unite.AI

NOVEMBER 22, 2024

Product management stands at a very interesting threshold because of advances happening in the area of Artificial Intelligence. As the capabilities of AI evolve unceasingly, the traditional role of the product manager will be transformed in ways never dreamed possible, marking the dawn of a new era: that of the “Product Alchemist.” As a hyper-growth driver at startups across diverse industries such as ed-tech, food-tech, and social networks, I have created products that create an impact at scale

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Flipboard

NOVEMBER 22, 2024

Nvidia is working as fast it can to certify Samsung’s AI memory chips, CEO Jensen Huang tells Bloomberg TV on the sideline of an event at the Hong Kong University of Science and Technology.

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AI News

NOVEMBER 20, 2024

Business Insider’s “CXO AI Playbook” looks at how firms are utilising AI to tackle challenges, scale operations, and plan for the future. The Playbook looks at stories from various industries to see what problems AI is solving, who’s driving these initiatives, and how it’s reshaping strategies. Salesforce, well known for its CRM software used by over 150,000 companies like Amazon and Walmart, is no stranger to innovation.

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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

AI

Analytics Vidhya

NOVEMBER 22, 2024

Language models have transformed how we interact with data, enabling applications like chatbots, sentiment analysis, and even automated content generation. However, most discussions revolve around large-scale models like GPT-3 or GPT-4, which require significant computational resources and vast datasets. While these models are powerful, they are not always practical for domain-specific tasks or deployment in […] The post Small Language Models, Big Impact: Fine-Tuning DistilGPT-2 for Medica

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Unite.AI

NOVEMBER 21, 2024

Imagine managing a financial portfolio where every millisecond counts. A split-second delay could mean a missed profit or a sudden loss. Today, businesses in every sector rely on real-time insights. Finance, healthcare, retail, and cybersecurity, all need to react instantly to changes, whether it is an alert, a patient update, or a shift in inventory.

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Flipboard

NOVEMBER 21, 2024

Lawyers representing The New York Times and other outlets spent over 150 hours searching OpenAI’s data.

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AssemblyAI

NOVEMBER 18, 2024

What if you received a raw transcript that looked like this? if you picture a sound meter with a needle that bounces up and down every time there's a sound the tone is supposed to put the needle perfectly at this one spot on the meter with a black numbers end and the red part of the meter begins there's like a zero at that spot marking this is where you want to be and the tone is just supposed to rest there rock solid but this particular day with this particular recording we put it on

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Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

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.

Business Intelligence

Analytics Vidhya

NOVEMBER 19, 2024

AI agents are intelligent programs that perform tasks autonomously, transforming various industries. As AI agents gain popularity, various frameworks have emerged to simplify their development and integration. Atomic Agents is one of the newer entries in this space, designed to be lightweight, modular, and easy to use. Atomic Agents provides a hands-on, transparent approach, allowing […] The post Build Agents the Atomic Way!

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Unite.AI

NOVEMBER 17, 2024

As developers and researchers push the boundaries of LLM performance, questions about efficiency loom large. Until recently, the focus has been on increasing the size of models and the volume of training data, with little attention given to numerical precision—the number of bits used to represent numbers during computations. A recent study from researchers at Harvard, Stanford, and other institutions has upended this traditional perspective.

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Flipboard

NOVEMBER 21, 2024

MIT researchers developed an efficient approach for training more reliable reinforcement learning models, focusing on complex tasks that involve variability. This could enable the leverage of reinforcement learning across a wide range of applications.

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