Sat.Dec 23, 2023 - Fri.Dec 29, 2023

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A Comprehensive Guide to Implement HuggingFace Models Using Langchain

Analytics Vidhya

Introduction Large Language Models have been the backbone of advancement in the AI domain. With the release of various Open source LLMs, the need for ChatBot-specific use cases has grown in demand. HuggingFace is the primary provider of Open Source LLMs, where the model parameters are available to the public, and anyone can use them […] The post A Comprehensive Guide to Implement HuggingFace Models Using Langchain appeared first on Analytics Vidhya.

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The ROI of Applied AI: Shifting Business Into a New Gear

Unite.AI

AI is everywhere and everyone is talking about it, but very few enterprises are currently delivering business value with AI. There is a false narrative today that many organizations are successfully adopting AI at a rapid pace when few are actually getting value out of the technology. In 2022, Gartner reported that on average, half (54%) of AI projects make it to the production stage.

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Push Notifications - What to Push, What Not to Push, and How Often

Eugene Yan

Sending helpful & engaging pushes, filtering annoying pushes, and finding the frequency sweet spot.

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Microsoft’s Copilot app is now available on iOS

Flipboard

The Microsoft Copilot app lets you ask questions, draft text, and generate images using AI. Just days after introducing a Copilot app on Android, Microsoft has rolled out an app for its AI chatbot on iOS and iPadOS. Both versions of the app are now available to download from the Apple App Store.

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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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Apple Secretly Launches Its First Open-Source LLM, Ferret

Analytics Vidhya

Apple has quietly introduced Ferret, its first open-source multimodal large language model (LLM), marking a significant departure from its traditional secretive approach. Developed in collaboration with Columbia University, Ferret integrates language understanding with image analysis, promising groundbreaking applications in various fields. This strategic move reflects Apple’s commitment to stay at the forefront of the rapidly […] The post Apple Secretly Launches Its First Open-Sourc

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Apple GPT is Coming!

TheSequence

Created Using DALL-E Next Week in The Sequence: Edge 355: Our new series about LLM reasoning techniques presents a taxonomy for reasoning methods. We review Microsoft’s Math Prompter which exhibits reasoning abilities in complex math tasks and the Chain of Thought Hub framework. Edge 356: We dive into Microsoft’s amazing Orca 2 which exhibits amazing reasoning capabilities.

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The Most Important Technology of 2023 Wasn’t AI

Flipboard

This was a breakout year for electric vehicles in America. One day in late November, I cradled a red Samsung flip phone in my hands as if it was a ruby gemstone. To me, it was just as precious.

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Exploring the Intricacies of the Chinese Room Experiment in AI

Analytics Vidhya

Introduction The Chinese Room Experiment is a thought experiment that delves into Artificial Intelligence (AI) and raises profound questions about the nature of consciousness and understanding. In this article, we will explore the origins, background, and implications of this experiment, as well as its relationship with the Symbol Grounding Problem and the Turing Test.

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This AI Paper Outlines the Three Development Paradigms of RAG in the Era of LLMs: Naive RAG, Advanced RAG, and Modular RAG

Marktechpost

The exploration of natural language processing has been revolutionized with the advent of LLMs like GPT. These models showcase exceptional language comprehension and generation abilities but encounter significant hurdles. Their static knowledge base often challenges them, leading to outdated information and response inaccuracies, especially in scenarios demanding domain-specific insights.

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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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ReST meets ReACT: improving ReAct with Self-Critique, AI Feedback, and Synthetic Data Generation.

Towards AI

Last Updated on December 30, 2023 by Editorial Team Author(s): Eduardo Muñoz Originally published on Towards AI. A brief description of this adaptation of Reinforced Self-Training (ReST) to an agentic configuration. Picture by Aaron Burden from Unsplash This article describes a very interesting and inspiring proposal to improve a ReAct agent with reasoning and action response with external knowledge.

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GitHub makes Copilot Chat generally available, letting devs ask questions about code

Flipboard

Earlier this year, GitHub rolled out Copilot Chat, a ChatGPT-like programming-centric chatbot for organizations subscribed to Copilot for Business. Copilot Chat more recently came to individual Copilot customers — those paying $10 per month — in beta. And now, GitHub’s launching Chat in general availability for all users. As of today, Copilot Chat is available in […] © 2023 TechCrunch.

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Artists Develop Tools to Fight AI Copycats

Analytics Vidhya

In the era of artificial intelligence (AI), artists are facing a unique challenge—AI copycats capable of replicating their distinctive styles. This alarming trend has prompted artists to join forces with researchers to develop innovative tech solutions, ensuring the protection of their creative works. This article discusses the latest tools developed to fight such AI copycats. […] The post Artists Develop Tools to Fight AI Copycats appeared first on Analytics Vidhya.

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Researchers from Microsoft and Georgia Tech Introduce VCoder: Versatile Vision Encoders for Multimodal Large Language Models

Marktechpost

In the evolving landscape of artificial intelligence and machine learning, the integration of visual perception with language processing has become a frontier of innovation. This integration is epitomized in the development of Multimodal Large Language Models (MLLMs), which have shown remarkable prowess in a range of vision-language tasks. However, these models often falter in basic object perception tasks, such as accurately identifying and counting objects within a visual scene.

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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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Mirror, Mirror: A ‘Self Aware’ AI Robot Just Recognized Itself

Towards AI

Last Updated on December 30, 2023 by Editorial Team Author(s): David Leibowitz Originally published on Towards AI. But What Does That Actually Mean?AI sees its reflection in the mirror, credit: David Leibowitz via DALL-E “Hey Rob, let’s test your vision,” said the man standing slightly off-camera in the TikTok video. Wearing a jauntily aligned Santa cap, Rob gazed upon the image reflecting from the mirror in the laundry room for a moment and responded with excitement, “Whoa!

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AI’s Dreadful December: Lawsuits, plagiarism and child abuse images show the perils of training on data taken without consent.

Flipboard

Three major news headlines in the past week have soured the generative AI party: a lawsuit from the NY Times, a new image model that copies frames from movies and the discovery of child abuse images in a popular dataset.

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Guide to Language Processing with GPT-4 in Artificial Intelligence

Analytics Vidhya

Introduction ChatGPT offers a unique interaction beyond typical artificial intelligence experiences. Unlike robotic responses, ChatGPT engages with a nuanced, authentic touch resembling human communication, thanks to its advanced language processing capabilities. Imagine ChatGPT as a knowledgeable, articulate friend responding to questions with human-like expressions, making it valuable in customer service for efficiently addressing inquiries.

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Meet PowerInfer: A Fast Large Language Model (LLM) on a Single Consumer-Grade GPU that Speeds up Machine Learning Model Inference By 11 Times

Marktechpost

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation. In recent times, LLMs have been run on approachable local systems, including home PCs with consumer-grade GPUs for improved data privacy, customizable models, and lower inference costs.

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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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How To Make a Career in GenAI In 2024

Towards AI

Last Updated on December 30, 2023 by Editorial Team Author(s): Sudhanshu Sharma Originally published on Towards AI. GenAI I serve as the Principal Data Scientist at a prominent healthcare firm, where I lead a small team dedicated to addressing patient needs. Over the past 11 years in the field of data science, I’ve witnessed significant transformations.

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Crime-fighting AI robocop is keeping an eye on New York’s subway riders

Flipboard

Riders on the subway in New York City might have noticed a new addition to the transit system: a robot named K5. K5 is a crime-fighting machine that is supposed to make the subway safer and more secure. But is it really a good idea to have a robot watching over us?

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Top AI Movies for Your Weekend Netflix Marathon

Analytics Vidhya

Introduction Are you ready to start your AI cinematic journey? Buckle up for a weekend of thought-provoking narratives, futuristic landscapes, and ethical dilemmas on Netflix. It has become a treasure trove for AI movie enthusiasts, offering movies that delve into the complexities of technology and its impact on humanity. From narratives that captivate the imagination […] The post Top AI Movies for Your Weekend Netflix Marathon appeared first on Analytics Vidhya.

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Researchers from the University of Washington and Allen Institute for AI Introduce Time Vectors: A Simple Tool to Customize Language Models to New Time Periods

Marktechpost

Computational linguistics focuses on developing advanced language models capable of understanding and generating human language. This dynamic field integrates the latest in machine learning and artificial intelligence, striving to create models that grasp the intricacies of language. A crucial aspect of this discipline is adapting these models to accommodate the ever-changing nature of language, influenced by cultural, social, and technological shifts.

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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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LLM Output — Evaluating, debugging, and interpreting

Towards AI

Last Updated on December 30, 2023 by Editorial Team Author(s): Lan Chu Originally published on Towards AI. LLMs are not useful if they are not sufficiently accurate. In this article, we will be looking at a few methods to evaluate, debug, and interpret the performance of the LLMs, particularly the model I will be using in this article, which is GPT-3.5-Turbo.

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Figma is betting its AI can make meetings less terrible—even without Adobe’s backing

Flipboard

The popular design platform’s merger with Adobe may have fallen flat, but that hasn’t stopped users from embracing its new FigJam AI tools. By now, we’ve all heard the worries about artificial intelligence replacing workers and laying siege to entire industries (if not the world at large).

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Most Requested ChatGPT Features for 2024

Analytics Vidhya

Introduction As technology advances, there is a growing demand for more sophisticated and versatile artificial intelligence (AI) models. OpenAI’s ChatGPT stands out as a trailblazer in natural language processing, reshaping the landscape of human-AI interaction and setting new standards in the field. Building on this legacy, the OpenAI CEO Sam Altman recently inquired about the […] The post Most Requested ChatGPT Features for 2024 appeared first on Analytics Vidhya.

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Can Machine Learning Predict Chaos? This Paper from UT Austin Performs a Large-Scale Comparison of Modern Forecasting Methods on a Giant Dataset of 135 Chaotic Systems

Marktechpost

The science of predicting chaotic systems lies at the intriguing intersection of physics and computer science. This field delves into understanding and forecasting the unpredictable nature of systems where small initial changes can lead to significantly divergent outcomes. It’s a realm where the butterfly effect reigns supreme, challenging the traditional notions of predictability and order.

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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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Hands-On LangChain for LLM Applications Development: Documents Splitting [Part 1]

Towards AI

Last Updated on December 30, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Once you’ve loaded documents, you’ll often want to transform them to better suit your application. The simplest example is you may want to split a long document into smaller chunks that can fit into your model’s context window. When you want to deal with long pieces of text, it is necessary to split up that text into chunks.

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The New York Times sues OpenAI and Microsoft for using its stories to train chatbots

Flipboard

NEW YORK (AP) — The New York Times is striking back against the threat that artificial intelligence poses to the news industry, filing a federal lawsuit Wednesday against OpenAI and Microsoft seeking to end the practice of using its stories to train chatbots.

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Essential AI Skills for Engineering Students

Analytics Vidhya

Introduction With the technological advancements, Artificial Intelligence (AI) stands out as a transformative force across diverse industries. For engineering students navigating this evolving landscape, integrating AI skills is both an exciting challenge and a necessity. Learners must cultivate essential AI skills to thrive in the competitive job market.