Analytics Vidhya

SEPTEMBER 13, 2024

Introduction OpenAI has released its new model based on the much-anticipated “strawberry” architecture. This innovative model, known as o1, enhances reasoning capabilities, allowing it to think through problems more effectively before providing answers. As a ChatGPT Plus user, I had the opportunity to explore this new model firsthand. I’m excited to share my insights on […] The post GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

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OpenAI ChatGPT Prompt Engineer Prompt Engineering 321

Unite.AI

SEPTEMBER 13, 2024

The future of architecture is no longer confined to traditional blueprints and design tools. Generative AI is redefining how we conceptualize and build spaces, offering new tools to simplify complex designs, explore innovative possibilities, and optimize for sustainability. As generative AI-driven blueprints become more integrated into the design process, the future of architecture is evolving in ways we’re only beginning to understand.

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Generative AI AI AI Automation 200

Analytics Vidhya

SEPTEMBER 13, 2024

Introduction Python is an object-oriented programming language (or OOPs). In my previous article, we explored its versatile nature. Due to this, Python offers a wide variety of data types, which can be broadly classified into mutable and immutable types. However, as a curious Python developer, I hope you also wonder how these concepts impact data. How is […] The post Mutable vs Immutable Objects in Python appeared first on Analytics Vidhya.

Python 284

Python 284

AssemblyAI

SEPTEMBER 13, 2024

Hey 👋, this weekly update contains the latest info on our new product features, tutorials, and our community. Join Us On Discord Use Large Language Models With Voice Data Get more from your voice data with our guides on using Large Language Models (LLMs) with LeMUR. Learn how to ask questions, summarize, extract, and generate content from your audio data:  Ask questions about your audio data : Learn how to use LeMUR to ask questions and get insightful answers about your audio data.

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Large Language Models Python Metadata OpenAI 147

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

SEPTEMBER 13, 2024

Introduction Tableau is considered one of the most robust data visualization tools currently in use by companies and individuals globally for efficient data analysis and presentation. With its user-friendly interface and extensive features, Mastering Tableau can significantly improve your capacity to transform raw data into valuable insights. Luckily, numerous top-quality YouTube channels provide in-depth tutorials […] The post Top 11 YouTube Channels to Learn Tableau appeared first on Ana

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Data Analysis 262

Analytics Vidhya

SEPTEMBER 13, 2024

Introduction We now live in the age of artificial intelligence, where everything around us is getting smarter by the day. State-of-the-art large language models (LLMs) and AI agents, are capable of performing complex tasks with minimal human intervention. With such advanced technology comes the need to develop and deploy them responsibly. This article is based […] The post How to Build Responsible AI in the Era of Generative AI?

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Responsible AI Generative AI Large Language Models Artificial Intelligence 251

Unite.AI

SEPTEMBER 13, 2024

Jim Boswell is the President & CEO of OnPoint Healthcare, Jim is a strategic thinker who has devoted his 28-year career to building, optimizing, and leading large, multi-specialty group practices within a large health system and private practice group, Jim is passionate about driving alignment, growth, performance improvement, and transformation.

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Continuous Learning Explainability AI Engineer Automation 147

Analytics Vidhya

SEPTEMBER 13, 2024

OpenAI introduces o1-mini, a cost-efficient reasoning model with a focus on STEM subjects. The model demonstrates impressive performance in math and coding, closely resembling its predecessor, OpenAI o1, on various evaluation benchmarks. OpenAI anticipates that o1-mini will serve as a swift and economical solution for applications demanding reasoning capabilities without extensive global knowledge.The launch of […] The post OpenAI’s o1-mini: A Game-Changing Model for STEM with Cost-E

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OpenAI Large Language Models Generative AI ChatGPT 199

Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference. TensorRT-LLM offers an impressive array of performance improvements, such as quantization, kernel fusion, in-flight batching, and multi-GPU support.

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Large Language Models LLM Auto-complete Natural Language Processing 130

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Business Intelligence

Analytics Vidhya

SEPTEMBER 13, 2024

Introduction How often do you truly think and reason before you speak? The current state-of-the-art LLM, GPT-4o, was already delivering impressive responses without taking much time to respond. But imagine if it started taking more time to think and build logic. With their latest model, o1, OpenAI has dropped a bombshell, introducing LLMs that can […] The post 3 Hands-On Experiments with OpenAI’s o1 You Need to See appeared first on Analytics Vidhya.

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OpenAI LLM Generative AI ChatGPT 166

IBM Journey to AI blog

SEPTEMBER 13, 2024

Einstein 1 is going to be a major focus at Dreamforce 2024, and we’ve already seen a tremendous amount of hype and development around the artificial intelligence capabilities it provides. We have also seen a commensurate focus on Data Cloud as the tool that brings data from multiple sources to make this AI wizardry possible. But how exactly do the two work together?

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Natural Language Processing AI AI Generative AI 124

Marktechpost

SEPTEMBER 13, 2024

Google has introduced a groundbreaking innovation called DataGemma , designed to tackle one of modern artificial intelligence’s most significant problems: hallucinations in large language models (LLMs). Hallucinations occur when AI confidently generates information that is either incorrect or fabricated. These inaccuracies can undermine AI’s utility, especially for research, policy-making, or other important decision-making processes.

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Large Language Models AI AI Artificial Intelligence 128

ML @ CMU

SEPTEMBER 13, 2024

Introduction A central question in the discussion of large language models (LLMs) concerns the extent to which they memorize their training data versus how they generalize to new tasks and settings. Most practitioners seem to (at least informally) believe that LLMs do some degree of both: they clearly memorize parts of the training data—for example, they are often able to reproduce large portions of training data verbatim [ Carlini et al., 2023 ]—but they also seem to learn from this data, allow

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LLM Neural Network OpenAI Large Language Models 127

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

AWS Machine Learning Blog

SEPTEMBER 13, 2024

Intricate workflows that require dynamic and complex API orchestration can often be complex to manage. In industries like insurance, where unpredictable scenarios are the norm, traditional automation falls short, leading to inefficiencies and missed opportunities. With the power of intelligent agents, you can simplify these challenges. In this post, we explore how chaining domain-specific agents using Amazon Bedrock Agents can transform a system of complex API interactions into streamlined, adap

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Extreme Tech

SEPTEMBER 13, 2024

Intel is the lynchpin in the country's plan to wean itself off of Taiwan's chips and become self-sufficient, but getting Intel's biggest competitors to sign on won't be so easy.

AI 124

AI AI 124

Marktechpost

SEPTEMBER 13, 2024

Medical question-answering systems have become a research focus due to their potential to assist clinicians in making accurate diagnoses and treatment decisions. These systems utilize large language models (LLMs) to process vast amounts of medical literature, enabling them to answer clinical questions based on existing knowledge. This area of research holds promise in improving healthcare delivery by providing clinicians with quick and reliable insights from extensive medical databases, ultimate

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LLM Large Language Models AI AI 119

Artificial Lawyer

SEPTEMBER 13, 2024

The OpenAI o1 release, which marks the beginning of a new wave of generative AI models with far greater reasoning capabilities, looks set to have a profound impact on legal AI generally and make ag…

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OpenAI Generative AI AI Modeling AI 126

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.

Business Intelligence

Marktechpost

SEPTEMBER 13, 2024

Recent advancements in utilizing large vision language models (VLMs) and language models (LLMs) have significantly impacted reinforcement learning (RL) and robotics. These models have demonstrated their utility in learning robot policies, high-level reasoning, and automating the generation of reward functions for policy learning. This progress has notably reduced the need for domain-specific knowledge typically required from RL researchers.

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Robotics Automation Software Engineer Machine Learning 119

Extreme Tech

SEPTEMBER 13, 2024

The company's difficulties have allegedly caused it to withdraw personnel from its Taylor, TX facility while it reassesses its plans.

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Marktechpost

SEPTEMBER 13, 2024

Hume AI has announced the release of Empathic Voice Interface 2 (EVI 2) , a major upgrade to its groundbreaking voice-language foundation model. EVI 2 represents a leap forward in natural language processing and emotional intelligence, offering enhanced capabilities for developers looking to create more human-like interactions in voice-driven applications.

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Natural Language Processing AI AI Conversational AI 111

Pragnakalp

SEPTEMBER 13, 2024

Introduction In the ever-evolving landscape of cloud computing, automating routine tasks and integrating intelligent agents into applications can significantly enhance productivity and efficiency. Amazon Bedrock, a fully managed service for building, training, and deploying machine learning models, offers powerful capabilities to create and deploy intelligent agents.

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Python Automation Machine Learning NLP 105

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Marktechpost

SEPTEMBER 13, 2024

Cognitive psychology aims to understand how humans process, store, and recall information, with Kahneman’s dual-system theory providing an important framework. This theory distinguishes between System 1, which operates intuitively and rapidly, and System 2, which involves deliberate and complex reasoning. Language models (LMs), especially those using Transformer architectures like GPT-4, have made significant progress in artificial intelligence.

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Artificial Intelligence Artificial Intelligence ML AI 104

Extreme Tech

SEPTEMBER 13, 2024

Music studios that archived recordings 30 years ago have already lost some of them forever due to hard drive failure.

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Marktechpost

SEPTEMBER 13, 2024

Large Language Models (LLMs) have gained significant prominence in modern machine learning, largely due to the attention mechanism. This mechanism employs a sequence-to-sequence mapping to construct context-aware token representations. Traditionally, attention relies on the softmax function (SoftmaxAttn) to generate token representations as data-dependent convex combinations of values.

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Auto-classification Neural Network Machine Learning Computer Vision 105

Pragnakalp

SEPTEMBER 13, 2024

Introduction In the ever-evolving landscape of cloud computing, automating routine tasks and integrating intelligent agents into applications can significantly enhance productivity and efficiency. Amazon Bedrock, a fully managed service for building, training, and deploying machine learning models, offers powerful capabilities to create and deploy intelligent agents.

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Python Automation Machine Learning NLP 98

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.

Generative AI

Marktechpost

SEPTEMBER 13, 2024

Mathematical formula recognition has progressed significantly, driven by deep learning techniques and the Transformer architecture. Traditional OCR methods prove insufficient due to the complex structures of mathematical expressions, requiring models to understand spatial and structural relationships. The field faces challenges in representational diversity, as formulas can have multiple valid representations.

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Deep Learning Algorithm ML AI 105

SAS Software

SEPTEMBER 13, 2024

SAS has a programming language, but IS that all it is? Nope, but it still ranks high as a most marketable programming skill. The post Is SAS a programming language? appeared first on SAS Blogs.

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Marktechpost

SEPTEMBER 13, 2024

In today’s data-driven world, organizations are overwhelmed with large and diverse datasets that require extensive cleaning, transformation, and analysis to extract meaningful insights. Manual processes can be time-consuming and error-prone, hindering the ability to derive timely and accurate conclusions. Most existing AI integrations in Business Intelligence (BI) tools result in poor user experiences.

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Large Language Models Business Intelligence AI AI 105