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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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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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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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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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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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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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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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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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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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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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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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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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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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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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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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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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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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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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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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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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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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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AI Detects Unusual Signal Hidden in a Famous Raphael Masterpiece

Flipboard

Artificial intelligence (AI) can be trained to see details in images that escape the human eye.

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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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