Thu.Sep 26, 2024

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Getting Started With Meta Llama 3.2

Analytics Vidhya

Introduction A few months ago, Meta released its AI model, LLaMA 3.1(405 Billion parameters), outperforming OpenAI and other models on different benchmarks. That upgrade was built upon the capabilities of LLaMA 3, introducing improved reasoning, advanced natural language understanding, increased efficiency, and expanded language support. Now, again focusing on its “we believe openness drives innovation […] The post Getting Started With Meta Llama 3.2 appeared first on Analytics Vidhya.

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Enhancing healthcare documentation with IDP

AI News

Healthcare documentation is an integral part of the sector that ensures the delivery of high-quality care and maintains the continuity of patient information. However, as healthcare providers have to deal with excessive amounts of data, managing it can feel overwhelming. With the advent of intelligent document processing technology, a new solution can now be implemented.

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How to Work with Nvidia Nemotron-Mini-4B-Instruct?

Analytics Vidhya

Introduction Nvidia launched the latest Small Language Model (SLM) called Nemotron-Mini-4B-Instruct. SLM is the distilled, quantized, fine-tuned version of the larger base model. SLM is primarily developed for speed and on-device deployment.Nemotron-mini-4B is a fine-tuned version of Nvidia Minitron-4B-Base, which was a pruned and distilled version of Nemotron-4 15B.

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AI News Weekly - Issue #405: The Best AI Image Generators of 2024 - Sep 26th 2024

AI Weekly

Powered by. Artificial Intelligence Weekly Welcome Interested in sponsorship opportunities? Join the AI conversation and transform your advertising strategy with AI weekly sponsorship aiweekly.co In the News The Best AI Image Generators of 2024 AI chatbots, like ChatGPT, have taken the world by storm because they can generate nearly any kind of text, including essays, reports, and code in seconds.

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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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Small Language Models for Your Team’s Everyday Tasks

Analytics Vidhya

Introduction Just imagine you need to take a glass of water from your kitchen. You could design a complex robot to bring you a glass of water— wait! That would be too much. What would you do instead? You would simply use your hands–it’s easier and more efficient. Similar to how you would prefer using […] The post Small Language Models for Your Team’s Everyday Tasks appeared first on Analytics Vidhya.

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Handling NULL Values in SQL

Analytics Vidhya

Introduction In the world of databases, NULL values can often feel like the proverbial black sheep. They represent missing, undefined, or unknown data, and can pose unique challenges in data management and analysis. Imagine you’re analyzing a sales database, and some entries lack customer feedback or order quantities. Understanding how to effectively handle NULL values […] The post Handling NULL Values in SQL appeared first on Analytics Vidhya.

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5 Networking Tasks that AI Can Help NetOps With, And 5 It Can’t

Unite.AI

Today’s digital landscapes are evolving rapidly as the complexity and scale of network infrastructure continues to grow exponentially. This surge is making it more challenging than ever to manage networks efficiently. While there are a variety of tools designed to help NetOps teams, Gartner claims that two-thirds of network tasks are still manual. As a result, there is a continued demand to streamline network operations and management.

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How AlphaChip transformed computer chip design

DeepMind

Our AI method has accelerated and optimized chip design, and its superhuman chip layouts are used in hardware around the world. AlphaChip was one of the first reinforcement learning approaches.

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Thor Olof Philogène, CEO & Founder of Stravito – Interview Series

Unite.AI

Thor Olof Philogène is the CEO and Founder of Stravito , an award-winning Swedish SaaS Scale-up whose AI-powered enterprise insights platform allows the world’s largest companies to easily store, discover, and integrate market and consumer insights. What inspired you to co-found Stravito, and how has your experience at Zettle influenced the way you approached building this platform?

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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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Are Small Language Models Really the Future of Language Models? Allen Institute for Artificial Intelligence (Ai2) Releases Molmo: A Family of Open-Source Multimodal Language Models

Marktechpost

Multimodal models represent a significant advancement in artificial intelligence by enabling systems to process and understand data from multiple sources, like text and images. These models are essential for applications like image captioning, answering visual questions, and assisting in robotics, where understanding visual and language inputs is crucial.

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AI-Driven Drug Discovery Achieves Milestone with Insilico Medicine’s Phase IIa Success in Treating Pulmonary Fibrosis

Unite.AI

Insilico Medicine’s Generative AI-designed Drug ISM001-055 Shows Promising Results in Phase IIa Clinical Trials In a breakthrough for AI-powered drug discovery, Insilico Medicine announced positive Phase IIa results for its novel drug ISM001-055, designed to treat Idiopathic Pulmonary Fibrosis (IPF). This small molecule, developed using Insilico’s proprietary generative AI platform, targets TNIK (Traf2- and Nck-interacting kinase), a key driver of fibrosis in the lungs.

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Assessing OpenAI’s o1 LLM in Medicine: Understanding Enhanced Reasoning in Clinical Contexts

Marktechpost

LLMs have advanced significantly, showcasing their capabilities across various domains. Intelligence, a multifaceted concept, involves multiple cognitive skills, and LLMs have pushed AI closer to achieving general intelligence. Recent developments, such as OpenAI’s o1 model, integrate reasoning techniques like Chain-of-Thought (CoT) prompting to enhance problem-solving.

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Teaching RAG to “Remember”: How MemoRAG Enhances Question-Answering Through Memory

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Florian June Originally published on Towards AI. Underlying Principles, Source Code, and Insights This member-only story is on us. Upgrade to access all of Medium. Existing RAG systems are limited in handling complex or ambiguous information needs that cannot be directly retrieved from external databases.

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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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Is Scaling the Only Path to AI Supremacy? This AI Paper Unveils ‘Phantom of Latent for Large Language and Vision Models

Marktechpost

Large language and vision models (LLVMs) face a critical challenge in balancing performance improvements with computational efficiency. As models grow in size, reaching up to 80B parameters, they deliver impressive results but require massive hardware resources for training and inference. This issue becomes even more pressing for real-time applications, such as augmented reality (AR), where deploying these large models on devices with limited resources, like mobile phones, is nearly impossible.

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FTC Sanctions Vs DoNotPay Miss The Bigger Problem

Artificial Lawyer

The FTC in the US has hit DoNotPay with a range of sanctions, including a $193,000 fine, for offering legal AI services to consumers, even though it ‘could not deliver on these promises’.

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A Practical Approach to Using Web Data for AI and LLMs

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. As businesses and researchers work to advance AI models and LLMs, the demand for high-quality, diverse, and ethically sourced web data is growing rapidly. If you’re working on AI applications or building with large language models (LLMs), you already know that access to the right data is crucial.

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OmniGen: A New Diffusion Model for Unified Image Generation

Marktechpost

With the introduction of Large Language Models (LLMs), language creation has undergone a dramatic change, with a variety of language-related tasks being successfully integrated into a unified framework. The way people engage with technology has been completely transformed by this unification, opening up more flexible and natural communication for a wide range of uses.

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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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Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study

AWS Machine Learning Blog

Video generation has become the latest frontier in AI research, following the success of text-to-image models. Luma AI’s recently launched Dream Machine represents a significant advancement in this field. This text-to-video API generates high-quality, realistic videos quickly from text and images. Trained on the Amazon SageMaker HyperPod , Dream Machine excels in creating consistent characters, smooth motion, and dynamic camera movements.

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DP-Norm: A Novel AI Algorithm for Highly Privacy-Preserving Decentralized Federated Learning (FL)

Marktechpost

Federated Learning (FL) is a successful solution for decentralized model training that prioritizes data privacy, allowing several nodes to learn together without sharing data. It’s especially important in sensitive areas such as medical analysis, industrial anomaly detection, and voice processing. Recent FL advancements emphasize decentralized network architectures to address challenges posed by non-IID (non-independent and identically distributed) data, which can compromise privacy during

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From ELIZA to GPT-4: The Grand Odyssey of Language Models

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. A Deep Dive into Half a Century of NLP Evolution This member-only story is on us. Upgrade to access all of Medium. In the bustling, intricate digital era we are submerged in today, the thought of a day without conversational AI companionship appears antiquated.

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SAS Software - Untitled Article

SAS Software

IA en seguridad pública podría ser una realidad en nueva administración presidencial: SAS Con el cambio de administración en México, la seguridad pública vuelve a ocupar un lugar central en la agenda política. Sin embargo, este sexenio tiene una oportunidad única que no ha existido en el pasado: la implementación [.] The post appeared first on SAS Blogs.

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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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#42 Teaching AI to “Think”, Fine-Tuning to SQL, Encoder-only models, and more!

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This is another resource-heavy issue with articles focusing on everything from early AI architectures to the latest developments in AI reasoning abilities. Enjoy the read! What’s AI Weekly One of the key issues with our current approach to AI reasoning can be summarized by the quote: “We teach the machines how we think we think.

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Meta AI Researchers Propose Backtracking: An AI Technique that Allows Language Models to Recover from Unsafe Generations by Discarding the Unsafe Response and Generating anew

Marktechpost

Advancements in natural language processing have greatly enhanced the capabilities of language models, making them essential tools for various applications, including virtual assistants, automated content creation, and data processing. As these models become more sophisticated, ensuring they generate safe and ethical outputs becomes increasingly critical.

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Artificial Intelligence and Consciousness

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Fatma Elik Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by K. Mitch Hodge on Unsplash Socrates is a man, all men are mortal, therefore, Socrates is mortal. Is there any syllogism in this statement? Yes. However, in Aristotle’s rules of logic, there may be some missing parts.

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GenAI for Aerospace: Empowering the workforce with expert knowledge on Amazon Q and Amazon Bedrock

AWS Machine Learning Blog

Aerospace companies face a generational workforce challenge today. With the strong post-COVID recovery, manufacturers are committing to record production rates, requiring the sharing of highly specialized domain knowledge across more workers. At the same time, maintaining the headcount and experience level of the workforce is increasingly challenging, as a generation of subject matter experts (SMEs) retires and increased fluidity characterizes the post-COVID labor market.

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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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OpenAI’s o1: Is It A New Reasoning Paradigm Or Just Smoke And Mirrors?

Towards AI

Last Updated on September 27, 2024 by Editorial Team Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. Perhaps none of them This member-only story is on us. Upgrade to access all of Medium. Image created with Meta AI by the author Reactions from the pundits to the recently released o1 from OpenAI couldn’t be more contrasting: “A new paradigm of AI,” writes A.

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Building 3 Fun AI Applications with ControlFlow

Machine Learning Mastery

The AI industry is rapidly advancing towards creating solutions using large language models (LLMs) and maximizing the potential of AI models. Companies are seeking tools that seamlessly integrate AI into existing codebases without the hefty costs associated with hiring professionals and acquiring resources. This is where Controlflow comes into play.

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Intel Announces Root Cause of Raptor Lake Instability, Will Issue New Microcode Update

Extreme Tech

The new microcode also contains the previous updates, so it could be the last update users will have to apply for this issue.

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