Fri.Sep 13, 2024

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GPT-4o vs OpenAI o1: Is the New OpenAI Model Worth the Hype?

Analytics Vidhya

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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Generative AI Blueprints: Redefining the Future of Architecture

Unite.AI

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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Mutable vs Immutable Objects in Python

Analytics Vidhya

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.

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How Enterprise SaaS Companies Can Thrive in an AI-Driven World

Unite.AI

AI continues to dominate conversations surrounding modern knowledge work, weaving itself into the everyday processes of countless industries. As businesses continue to find utility in AI, sentiment towards it hovers somewhere between cautious optimism and outright skepticism. Within the business world, many are seeing the technology’s usefulness while also grappling with its potential to alter the way many job roles function.

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The New Frontier: A Guide to Monetizing AI Offerings

Speaker: Michael Mansard

Generative AI is no longer just an exciting technological advancement––it’s a seismic shift in the SaaS landscape. Companies today are grappling with how to not only integrate AI into their products but how to do so in a way that makes financial sense. With the cost of developing AI capabilities growing, finding a flexible monetization strategy has become mission critical.

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How to Build Responsible AI in the Era of Generative AI?

Analytics Vidhya

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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Top 11 YouTube Channels to Learn Tableau

Analytics Vidhya

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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Build Powerful Speech AI Apps with AssemblyAI & Speaker Diarization Tutorials

AssemblyAI

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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OpenAI’s o1-mini: A Game-Changing Model for STEM with Cost-Efficient Reasoning

Analytics Vidhya

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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How Data Cloud and Einstein 1 unlock AI-driven results

IBM Journey to AI blog

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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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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3 Hands-On Experiments with OpenAI’s o1 You Need to See

Analytics Vidhya

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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Google AI Introduces DataGemma: A Set of Open Models that Utilize Data Commons through Retrieval Interleaved Generation (RIG) and Retrieval Augmented Generation (RAG)

Marktechpost

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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Rethinking LLM Memorization

ML @ CMU

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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US Commerce Secretary Wants Apple and Nvidia to Use Intel Foundry for AI Chips

Extreme Tech

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.

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Bringing the Cybersecurity Imperative Into Focus

Tech leaders today are facing shrinking budgets and investment concerns. This whitepaper provides insights from over 1,000 tech leaders on how to stay secure and attract top cybersecurity talent, all while doing more with less. Download today to learn more!

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Microsoft Researchers Propose MedFuzz: A New AI Method for Evaluating the Robustness of Medical Question-Answering LLMs to Adversarial Perturbations

Marktechpost

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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Report: Samsung Is Struggling With 10-20% Yields at 2nm

Extreme Tech

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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Hume AI Introduces Empathic Voice Interface 2 (EVI 2): New Foundational Voice-to-Voice Model Transforming Human-Like Conversations with Advanced Emotional Intelligence

Marktechpost

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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Hard Drives From the 1990s Are Failing, Says Data Archival Firm

Extreme Tech

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

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Driving Responsible Innovation: How to Navigate AI Governance & Data Privacy

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.

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CogniDual Framework for LLMs: Advancing Language Models from Deliberate Reasoning to Intuitive Responses Through Self-Training

Marktechpost

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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Automating Data Cleaning Processes with Pandas

Machine Learning Mastery

Few data science projects are exempt from the necessity of cleaning data. Data cleaning encompasses the initial steps of preparing data. Its specific purpose is that only the relevant and useful information underlying the data is retained, be it for its posterior analysis, to use as inputs to an AI or machine learning model, and […] The post Automating Data Cleaning Processes with Pandas appeared first on MachineLearningMastery.com.

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Character Detection Matching (CDM): A Novel Evaluation Metric for Formula Recognition

Marktechpost

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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OpenAI o1 Models Will Boost Legal GenAI + Agentic Flows

Artificial Lawyer

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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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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FlashSigmoid: A Hardware-Aware and Memory-Efficient Implementation of Sigmoid Attention Yielding a 17% Inference Kernel Speed-Up over FlashAttention-2 on H100 GPUs

Marktechpost

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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Asus' New ROG Strix Power Supplies Let You Prioritize the GPU

Extreme Tech

The company's new 'GPU-First' voltage-sensing can target either the CPU or GPU for stabilized power flow.

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Buster: A Modern Analytics Platform for AI-Powered Data Applications

Marktechpost

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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Rare Photos Depict the Eye of a Tropical Cyclone Illuminated By Lightning

Extreme Tech

The International Space Station offers a unique opportunity to see dual weather phenomena from a bird's-eye perspective.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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DPAdapter: A New Technique Designed to Amplify the Model Performance of Differentially Private Machine Learning DPML Algorithms by Enhancing Parameter Robustness

Marktechpost

Privacy in machine learning is critical, especially when models are trained on sensitive data. Differential privacy (DP) offers a framework to protect individual privacy by ensuring that the inclusion or exclusion of any data point doesn’t significantly affect a model’s output. A key technique for integrating DP into machine learning is Differentially Private Stochastic Gradient Descent (DP-SGD).

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Unity Abandons Runtime Pricing, Plans Higher Subscription Prices

Extreme Tech

Unity has ended runtime pricing, but its per-seat subscription fees will increase in 2025.

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GluFormer: Advancing Personalized Metabolic Health through Generative AI Modeling and Self-Supervised Learning

Marktechpost

Recent advancements in SSL have led to the development of foundation models (FMs) that analyze extensive biomedical data, enhancing health outcomes. Continuous Glucose Monitoring (CGM) offers rich, temporal glucose data but must be utilized for broader health predictions. SSL enables FMs to analyze unlabelled data efficiently, improving detection rates in various medical fields, from retinal images to sleep disorders and pathology.