Fri.Dec 29, 2023

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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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Rising Impact of Small Language Models

Unite.AI

The Emergence of Small Language Models In the rapidly evolving world of artificial intelligence, the size of a language model has often been synonymous with its capability. Large language models (LLMs) like GPT-4 have dominated the AI landscape, showcasing remarkable abilities in natural language understanding and generation. Yet, a subtle but significant shift is underway.

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Apple Prepares for Breakthrough in AI in 2024 with Apple GPT, Ajax, and iOS 18

Analytics Vidhya

In a move set to redefine the landscape of artificial intelligence, Apple is gearing up to introduce groundbreaking technology to its iOS devices. The Apple GPT project, a brainchild of the tech giant, aims to overcome the memory limitations on iPhones and iPads. It ushers in a new era of advanced AI capabilities. Recent developments, […] The post Apple Prepares for Breakthrough in AI in 2024 with Apple GPT, Ajax, and iOS 18 appeared first on Analytics Vidhya.

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NYT Lawsuit Against OpenAI and Microsoft Will Dictate Future LLM Development

Unite.AI

In a legal challenge that has garnered significant attention, The New York Times (NYT) has filed a lawsuit against OpenAI, the developer of ChatGPT, and Microsoft, addressing critical questions about AI technology and copyright law. This case, unfolding in a Manhattan federal court, represents a crucial moment in understanding the legal frameworks surrounding the training and application of large language models (LLMs) like ChatGPT.

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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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Everything You Need To Know About Stable Diffusion

Analytics Vidhya

Introduction With the recent advancement in AI, the capabilities of Generative AI are being explored, and generating images from text is one such capability. Many models include Stable Diffusion, Imagen, Dall-E 3, Midjourney, Dreambooth, DreamFusion, and many more. In this article, we shall review the concept of the diffusion model utilized in Stable Diffusion along […] The post Everything You Need To Know About Stable Diffusion appeared first on Analytics Vidhya.

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Microsoft Leaps into AI Integration with Upcoming Surface Pro 10 and Laptop 6

Analytics Vidhya

In a dynamic move towards innovation, Microsoft is set to redefine the landscape of personal computing with its highly anticipated releases, the Surface Pro 10 and Surface Laptop 6. These devices promise not only a hardware upgrade but a revolutionary integration of Artificial Intelligence (AI), marking a significant leap in the tech giant’s product lineup. […] The post Microsoft Leaps into AI Integration with Upcoming Surface Pro 10 and Laptop 6 appeared first on Analytics Vidhya.

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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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How to Build a Multi-modal QA Bot using Gemini and Gradio?

Analytics Vidhya

Introduction After a year of embracing ChatGPT, the AI landscape welcomes Google’s highly anticipated Gemini—a formidable competitor. The Gemini series comprises three powerful language models: Gemini Pro, Gemini Nano, and the top-tier Gemini Ultra, which has demonstrated exceptional performance across various benchmarks, though it’s yet to be unleashed into the wild.

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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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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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Vicuna vs Alpaca: A Comparison of Llama Family Models

Analytics Vidhya

Introduction The advent of large language models has brought about a transformative impact in the AI domain. A recent breakthrough, exemplified by the outstanding performance of OpenAI’s ChatGPT, has captivated the AI community. This success has sparked intense competition among companies and researchers, all aiming to advance conversational AI and challenge OpenAI’s pioneering position.

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Top 5 data stories of 2023: Microsoft’s play in cloud war, Databricks’ acquisition and more

Flipboard

2023 was the year of generative AI. However, as every company moved to strengthen their AI strategy, they also realized the value of clean and high-quality data — circling back to the need for robust infrastructure into the mix.

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CES 2024 Preview: A Sneak Peek into the Future of AI & Tech

Analytics Vidhya

The eagerly anticipated Consumer Electronics Show (CES) 2024, set to commence on January 9 in Las Vegas, promises an influx of groundbreaking technological advancements. This year, the spotlight will be on artificial intelligence (AI), with leading companies such as Amazon, Asus, Dell, NVIDIA, Samsung, Intel, and more converging to showcase their latest offerings.

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Synaptic Transistor Mirrors Human Brain Function - Neuroscience News

Flipboard

Unlike previous brain-like computing devices, this transistor remains stable at room temperature, operates efficiently, consumes minimal energy, and …

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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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Decoding Language Dynamics: Advanced Linguistic Analysis with LlamaIndex

Analytics Vidhya

Introduction In the huge tapestry of human communication, the ever-shifting landscape of language has long captivated researchers and linguists alike. As technology grows, so does our ability to cut and comprehend the intricacies of linguistic evolution. This linguistic analysis stands for LlamaIndex, a tool that transcends methods, providing a dynamic lens through which we can […] The post Decoding Language Dynamics: Advanced Linguistic Analysis with LlamaIndex appeared first on Analytics

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Michael Cohen says he unwittingly sent AI-generated fake legal cases to his attorney

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Cohen made the admission in a court filing unsealed Friday in Manhattan federal court as a judge decides whether to punish one of Cohen's lawyers, who cited the fake cases in a submission to the judge.

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How Zero Trust Addresses the Unique Security Risks of IoT Devices

Aiiot Talk

The increasing number of Internet of Things (IoT) devices makes everyday life easier and more convenient. However, they can also pose many security risks. Criminals are quick to take advantage of the expanding attack surface. Luckily, there are ways you can leverage developing cybersecurity measures like “zero-trust” architecture to prevent bad actors from succeeding.

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Keys to Leverage the Future of AI to Grow Your Small Business

Flipboard

How to understand the differences between Predictive AI and Generative AI. Over the last year, Artificial intelligence has taken a front-row seat in the conversation across many industries.

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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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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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Soon, every employee will be both AI builder and AI consumer

Flipboard

"Standardized tools and platforms as well as advanced low- or no-code tech may enable all employees to become low-level engineers," suggests a recent …

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Meet BarbNet: A Specialized Deep Learning Model Designed for the Automated Detection and Phenotyping of Barbs in Microscopic Images of Awns

Marktechpost

Our daily lives depend on grain crops like wheat and barley, and our agricultural achievements depend on our ability to comprehend their phenotypic trait. These crops have awns, which are bristle-like extensions. The awns have multiple functions: protection, seed dispersal, and photosynthesis. Awns have barbs, which are tiny hook-like structures on their surface.

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No holiday for AI, chipmakers or cyber criminals - SiliconANGLE

Flipboard

Not surprisingly, it was a pretty slow week for enterprise technology given the holidays, but there was still some significant news in artificial intelligence, chips and cybersecurity -- and of course

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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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This Paper from Cornell Introduces Multivariate Learned Adaptive Noise (MuLAN): Advancing Machine Learning in Image Synthesis with Enhanced Diffusion Models

Marktechpost

Diffusion models stand out for their ability to create high-quality images by transforming data into noise, a process inspired by thermodynamics. This transformation, central to the performance of these models, has become a key area of study in generative modeling and image synthesis, especially for its potential to enhance image quality through novel methodologies.

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How machine learning might unlock earthquake prediction

Flipboard

Researchers are applying artificial intelligence and other techniques in the quest to forecast quakes in time to help people find safety.

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This AI Paper from Harvard and Meta Unveils the Challenges and Innovations in Developing Multi-Modal Text-to-Image and Text-to-Video Generative AI Models

Marktechpost

The emergence of Large Language Models (LLMs) has inspired various uses, including the development of chatbots like ChatGPT, email assistants, and coding tools. Substantial work has been directed towards enhancing the efficiency of these models for large-scale deployment. This has facilitated ChatGPT to cater to more than 100 million active users weekly.

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How to Use GPT-Engineer to Build Web Apps (Beginner’s Guide)

Flipboard

Unlock the potential of GPT-Engineer! Dive into our beginner's guide and learn how to harness its capabilities to effortlessly build web apps that stand out in today's digital landscape.

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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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Are CLIP Models ‘Parroting’ Text in Images? This Paper Explores the Text Spotting Bias in Vision-Language Systems

Marktechpost

In recent research, a team of researchers has examined CLIP (Contrastive Language-Image Pretraining), which is a famous neural network that effectively acquires visual concepts using natural language supervision. CLIP, which predicts the most relevant text snippet given an image, has helped advance vision-language modeling tasks. Though CLIP’s effectiveness has established itself as a fundamental model for a number of different applications, CLIP models display biases pertaining to visual

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Microsoft's GitHub Copilot pursues the absolute 'time to value' of AI in programming

Flipboard

It's not about writing code faster, it's about freeing up developers to use their time better, says GitHub chief product officer Inbal Shani.

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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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