Tue.Apr 16, 2024

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Understanding Transformers: A Deep Dive into NLP’s Core Technology

Analytics Vidhya

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments. In this journey, we’ll uncover the core concepts behind Transformers: attention mechanisms, encoder-decoder architecture, […] The post Understanding Transformers: A Deep D

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Hugging Face launches Idefics2 vision-language model

AI News

Hugging Face has announced the release of Idefics2, a versatile model capable of understanding and generating text responses based on both images and texts. The model sets a new benchmark for answering visual questions, describing visual content, story creation from images, document information extraction, and even performing arithmetic operations based on visual input.

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OpenAI’s GPT-4 Turbo is Here with Information up to December 2023

Analytics Vidhya

Introduction Remember how frustrating it was to ask your AI assistant about a recent event and get a blank response? Well, those days are over with the arrival of OpenAI’s GPT-4 Turbo. This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya.

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IBM and TechD partner to securely share data and power insights with gen AI

IBM Journey to AI blog

As technology expands, at TechD , we know that the quality of generative AI (gen AI) depends on accurate data sourcing. A reliable and trustworthy data source is essential for sharing information across departments. Through the implementation of generative AI we are able to expand our knowledge to many individuals easily, quickly and efficiently becoming a resource.

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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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Let the Prompt Battle Begin #7

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #7 appeared first on Analytics Vidhya.

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Cohere Compass Private Beta Launched: What to Expect?

Analytics Vidhya

A new era for enterprise search has arrived with the announcement of Cohere Compass private beta launch, a foundation embedding model designed to tackle the complexities of multi-aspect data search. Imagine your enterprise data – emails, invoices, resumes, support tickets, logs, and tables – as a vast, untapped treasure trove. It holds valuable information, but […] The post Cohere Compass Private Beta Launched: What to Expect?

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Understanding glue records and Dedicated DNS

IBM Journey to AI blog

Domain name system (DNS) resolution is an iterative process where a recursive resolver attempts to look up a domain name using a hierarchical resolution chain. First, the recursive resolver queries the root (.), which provides the nameservers for the top-level domain(TLD), e.g.com. Next, it queries the TLD nameservers, which provide the domain’s authoritative nameservers.

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Here’s How You can Self Study for Deep Learning

Analytics Vidhya

Introduction Do you feel lost whenever you plan to start something new? Need someone to guide you and give you the push you need to take the first step? You’re not alone! Many struggle with where to begin or how to stay on track when starting a new endeavor. In the meantime, reading inspirational books, […] The post Here’s How You can Self Study for Deep Learning appeared first on Analytics Vidhya.

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Navigating Global Compliance: The Role of AI in MedTech

Unite.AI

In the rapidly evolving landscape of MedTech , where innovation intersects with stringent regulatory frameworks, staying compliant while driving progress can be a daunting challenge. Amidst the backdrop of complex regulatory landscapes and the increasing interconnectedness of global markets, the incorporation of cutting-edge technologies such as AI becomes pivotal for organizations operating across borders.

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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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Grok-1.5V: Setting New Standards in AI with Multimodal Integration

Analytics Vidhya

Introduction The introduction of Grok-1.5V represents a major step forward in artificial intelligence, featuring a new multimodal AI system developed by Elon Musk and his team at x.AI. This innovative AI merges visual understanding with advanced language skills, allowing it to handle visual and textual data effectively. Unlike its predecessors and similar models like GPT-4, […] The post Grok-1.5V: Setting New Standards in AI with Multimodal Integration appeared first on Analytics Vidhya.

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The 2024 Cybersecurity Outlook: Key Takeaways from Pentera’s State of Pentesting Report

Unite.AI

Cyber threats are evolving at an unprecedented pace, and the threats have recently been amplified due to the ease of attacking critical infrastructure amidst the rise of Large Language Models (LLMs). Pentera's 2024 State of Pentesting report sheds light on the pressing challenges and shifting paradigms in cybersecurity across global organizations. Conducted among 450 CISOs, CIOs, and IT security leaders across the Americas, EMEA, and APAC, the survey provides a comprehensive view of the current

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Revolutionizing Video Editing with Adobe Premiere Pro’s New AI Capabilities

Analytics Vidhya

There is an exciting news for people who love editing. Adobe has introduced Adobe Premiere Pro with new AI capabilities. Adobe Premier Pro is not just an update but a preview of a new era in video editing. Many new features have been added to Adobe Premier Pro. Features like ability to improve creativity, expedite […] The post Revolutionizing Video Editing with Adobe Premiere Pro’s New AI Capabilities appeared first on Analytics Vidhya.

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A secure approach to generative AI with AWS

AWS Machine Learning Blog

Generative artificial intelligence (AI) is transforming the customer experience in industries across the globe. Customers are building generative AI applications using large language models (LLMs) and other foundation models (FMs), which enhance customer experiences, transform operations, improve employee productivity, and create new revenue channels.

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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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Reka Reveals Core – A Cutting-Edge Multimodal Language Model

Analytics Vidhya

Leading innovator in AI technology, Reka, just revealed Reka Core, their most recent creation. This innovative multimodal language model performs remarkably well across a range of assessment parameters. It is placed on par with top industry models like GPT-4V and Claude-3 Opus. Core offers outstanding value in terms of total cost of ownership, having been […] The post Reka Reveals Core – A Cutting-Edge Multimodal Language Model appeared first on Analytics Vidhya.

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Meet OSWorld: Revolutionizing Autonomous Agent Development with Real-World Computer Environments

Marktechpost

Imagine having a digital assistant that can effortlessly navigate your computer, tackling complex tasks across different apps and operating systems with minimal guidance. It’s a fantasy prospect that could revolutionize productivity and accessibility in the digital realm. However, existing benchmarks for evaluating such autonomous agents have been very inadequate, confined to specific applications or lacking interactive environments altogether.

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Building a Modern App with TikTok’s “Depth Anything” Depth Estimation Model

Analytics Vidhya

Introduction In the fast-evolving landscape of artificial intelligence, 2024 has brought forth notable advancements, one being TikTok’s groundbreaking introduction of “Depth Anything.” This cutting-edge Monocular Depth-Estimation (MDE) model, developed in collaboration with esteemed institutions like the University of Hong Kong and Zhejiang Lab, stands out for its utilization of a massive dataset comprising 1.5 million […] The post Building a Modern App with TikTok’

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The Rise of Generative AI: From Art to Content Creation

Marktechpost

Generative Artificial Intelligence (AI) has emerged as a transformative force across various domains, from art to content creation. This innovative technology utilizes machine learning algorithms to produce content autonomously, ranging from images and music to text and videos. In recent years, generative AI has gained significant traction due to its ability to generate novel, realistic, and diverse outputs, revolutionizing creative processes and content generation pipelines.

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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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Announcing General Availability of Ray on Databricks

databricks

We released Ray support public preview last year and since then, hundreds of Databricks customers have been using it for variety of use.

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Emerging Trends in Reinforcement Learning: Applications Beyond Gaming

Marktechpost

Reinforcement Learning (RL) is expanding its footprint, finding innovative uses across various industries far beyond its origins in gaming. Let’s explore how RL drives significant advancements in finance, healthcare, robotics, autonomous vehicles, and smart infrastructure. Finance In finance, RL algorithms are revolutionizing investment strategies and risk management.

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[The AI Show Episode 92]: AI Reveals at Google Cloud Next, Google and WPP Team Up, Humane AI Pin’s Brutal Reviews & Udio, Captions Tech Spotlights

Marketing AI Institute

AI takes center stage at Google Cloud Next, WPP inks major ad deal, and hot AI startups make waves! Join Paul, and Mike as they dive into Google's AI-powered cloud offerings, WPP's collaboration with Google on AI-generated ads, and the latest developments from buzzworthy startups like Humane AI Pin, Udio AI, and Captions.

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Top LangChain Books to Read in 2024

Marktechpost

LangChain is an open-source framework that allows developers to build LLM-based applications easily. It provides for easily connecting LLMs with external data sources to augment the capabilities of these models and achieve better results. The framework is widely used in building chatbots, retrieval-augmented generation, and document summarization apps.

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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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Manage your Amazon Lex bot via AWS CloudFormation templates

AWS Machine Learning Blog

Amazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models to design, build, test, and deploy conversational interfaces in applications. It employs advanced deep learning technologies to understand user input, enabling developers to create chatbots, virtual assistants, and other applications that can interact with users in natural language.

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KIVI: A Plug-and-Play 2-bit KV Cache Quantization Algorithm without the Need for Any Tuning

Marktechpost

Large language models (LLMs) are incredibly useful for tasks like generating text or answering questions. However, they face a big problem: they need a lot of memory to work efficiently. This memory stores information about words and phrases that the model has seen before. When the model needs to generate new text, it looks up this stored information to help it make decisions.

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oneNDA + SimpleDocs Launch oneClick to Speed Standard NDA Use

Artificial Lawyer

Standardisation pioneer oneNDA, in partnership with SimpleDocs, has launched oneClick, a new system designed to speed up the deployment of its model NDA and remove.

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This AI Paper from Microsoft and Tsinghua University Introduces Rho-1 Model to Boost Language Model Training Efficiency and Effectiveness

Marktechpost

Artificial intelligence, particularly in language processing, has witnessed consistent advancements by scaling model parameters and dataset sizes. Noteworthy progress in language model training has traditionally relied on the extensive application of next-token prediction tasks across all training tokens. Despite the broad application of these techniques, the assumption that every token in a dataset contributes equally to the learning process is increasingly scrutinized.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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Accelerated DBRX Inference on Mosaic AI Model Serving

databricks

Introduction In this blog post we dive into inference with DBRX, the open state-of-the-art large language model (LLM) created by Databricks (see Introducing.

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Have We Reached ‘Peak Legal Inefficiency’ ?  

Artificial Lawyer

Have we reached peak legal inefficiency? And if we have, what does that mean for us all? Artificial Lawyer explores. First, what is it?

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AMD Announces Ryzen Pro 8000 CPUs With Improved AI Performance

Extreme Tech

AMD has added its AI-boosting NPU to the newest line of desktop and mobile CPUs for business users.

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