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Preprocessing Layers in TensorFlow Keras

Analytics Vidhya

Introduction Explore the power of TensorFlow Keras preprocessing layers! This article will show you the tools that TensorFlow Keras gives you to get your data ready for neural networks quickly and easily. Keras’s flexible preprocessing layers are extremely handy when working with text, numbers, or images. We’ll examine the importance of these layers and how […] The post Preprocessing Layers in TensorFlow Keras appeared first on Analytics Vidhya.

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UK and South Korea to co-host AI Seoul Summit

AI News

The UK and South Korea are set to co-host the AI Seoul Summit on the 21st and 22nd of May. This summit aims to pave the way for the safe development of AI technologies, drawing on the cooperative framework laid down by the Bletchley Declaration. The two-day event will feature a virtual leaders’ session, co-chaired by British Prime Minister Rishi Sunak and South Korean President Yoon Suk Yeol, and a subsequent in-person meeting among Digital Ministers.

Big Data 213
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OpenAI makes GPT-4 Turbo with Vision API generally available

AI News

OpenAI has announced that its powerful GPT-4 Turbo with Vision model is now generally available through the company’s API, opening up new opportunities for enterprises and developers to integrate advanced language and vision capabilities into their applications. The launch of GPT-4 Turbo with Vision on the API follows the initial release of GPT-4’s vision and audio upload features last September and the unveiling of the turbocharged GPT-4 Turbo model at OpenAI’s developer confe

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Transcribe an audio file with Universal-1 in Node.js

AssemblyAI

We recently announced our latest speech model, Universal-1, which sets a new standard for speech-to-text accuracy. Trained on millions of hours of audio data, Universal-1 demonstrates near-human accuracy, even with accented speech, background noise, and difficult phrases like flight numbers and email addresses. Universal-1 is also an order of magnitude faster than our previous model, Conformer-2 , and supports English, Spanish, French, and German, with more languages coming shortly.

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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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How AI Is Improving Customer Loyalty

Unite.AI

The role of artificial intelligence in enhancing customer loyalty is more critical than ever in today’s fiercely competitive business landscape. AI stands at the forefront of redefining how brands interact with customers. Integrating the technology into everyday processes has become a strategic imperative for companies seeking to build stronger, long-lasting relationships.

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Magna Teams Up with Sanctuary AI to Introduce Humanoid Robots into Manufacturing

Analytics Vidhya

Magna, teams up with Sanctuary AI to introduce humanoid robots into their manufacturing process. The post Magna Teams Up with Sanctuary AI to Introduce Humanoid Robots into Manufacturing appeared first on Analytics Vidhya.

Robotics 259
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US and Japan announce sweeping AI and tech collaboration

AI News

The US and Japan have unveiled a raft of new AI, quantum computing, semiconductors, and other critical technology initiatives. The ambitious plans were announced this week by President Biden and Japanese Prime Minister Kishida Fumio following Kishida’s Official Visit to the White House. While the leaders affirmed their commitment across a broad range of areas including defence, climate, development, and humanitarian efforts, the new technology collaborations took centre stage and underscor

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AI News Weekly - Issue #380: 63% of IT and security pros believe AI will improve corporate cybersecurity - Apr 11th 2024

AI Weekly

Powered by global.ntt In the News Google survey: 63% of IT and security pros believe AI will improve corporate cybersecurity AI could have an outsize impact on corporate cybersecurity, as well, according to a new study of 2,486 information technology and security professionals zdnet.com Sponsor GenAI can transform business operations GenAI presents immense opportunities for innovation, personalized customer experiences and streamlined operations.

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From Siri to ReALM: Apple’s Journey to Smarter Voice Assistants

Unite.AI

Since Siri's launch in 2011, Apple has consistently been at the forefront of voice assistant innovation, adapting to global user needs. The introduction of ReALM marks a significant point in this journey, offering a glimpse into the evolving role of voice assistants in our interaction with the devices. This article examines the effects of ReALM on Siri and the potential directions for future voice assistants.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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Merging top-down and bottom-up planning approaches

IBM Journey to AI blog

This blog series discusses the complex tasks energy utility companies face as they shift to holistic grid asset management to manage through the energy transition. The first post of this series addressed the challenges of the energy transition with holistic grid asset management. The second post in this series addressed the integrated asset management platform and data exchange that unite business disciplines in different domains in one network.

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Enhancing RAG with Hypothetical Document Embedding

Analytics Vidhya

Introduction Retrieval Augmented Generation is the new technology now. RAG is replacing the traditional search-based approaches and creating a chat with a document environment. Since the inception of RAG, various methods have been proposed to enhance the standard RAG approach. The biggest hurdle in RAG is to retrieve the right document. Only when we get […] The post Enhancing RAG with Hypothetical Document Embedding appeared first on Analytics Vidhya.

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Introducing the AssemblyAI integration for LangChain Go

AssemblyAI

LangChain is a framework for developing applications using Large Language Models (LLMs). LangChain provides common building blocks for building integrations with LLMs. However, LLMs only operate on textual data and don't understand audio data. With our recent contribution to LangChain Go , you can now integrate AssemblyAI's industry-leading speech-to-text models using the new document loader.

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MIT Researchers Develop Curiosity-Driven AI Model to Improve Chatbot Safety Testing

Unite.AI

In recent years, large language models (LLMs) and AI chatbots have become incredibly prevalent, changing the way we interact with technology. These sophisticated systems can generate human-like responses, assist with various tasks, and provide valuable insights. However, as these models become more advanced, concerns regarding their safety and potential for generating harmful content have come to the forefront.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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How the Masters uses watsonx to manage its AI lifecycle

IBM Journey to AI blog

At the Masters®, storied tradition meets state-of-the-art technology. Through a partnership spanning more than 25 years, IBM has helped the Augusta National Golf Club capture, analyze, distribute and use data to bring fans closer to the action, culminating in the AI-powered Masters digital experience and mobile app. Now, whether they’re lining the fairways or watching from home, fans can more fully appreciate the performance of the world’s best golfers at the sport’s most

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Elon Musk Predicts AI will be Smarter than Humans by Next Year

Analytics Vidhya

Elon Musk has been making headlines again! During a recent interview on X Spaces (his platform for discussing all things space and beyond), the he dropped a prediction about Artificial General Intelligence (AGI). Musk claims AGI could be surpassing human intelligence within the next two years! Master of Making Bold Statements Musk has a history […] The post Elon Musk Predicts AI will be Smarter than Humans by Next Year appeared first on Analytics Vidhya.

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Stability AI unveils 12B parameter Stable LM 2 model and updated 1.6B variant

AI News

Stability AI has introduced the latest additions to its Stable LM 2 language model series: a 12 billion parameter base model and an instruction-tuned variant. These models were trained on an impressive two trillion tokens across seven languages: English, Spanish, German, Italian, French, Portuguese, and Dutch. The 12 billion parameter model aims to strike a balance between strong performance, efficiency, memory requirements, and speed.

Big Data 224
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Transcribe audio and video files with Python and Universal-1

AssemblyAI

Our recently announced speech model Universal-1 sets a new standard for automated speech recognition (ASR) accuracy. Universal-1 demonstrates near-human accuracy, even with accented speech, background noise, and difficult phrases like flight numbers and email addresses. The model now is accessible through the same web API as our previous ASR models.

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How to Improve Email Deliverability and Optimize Each Send

Learn how to optimize email deliverability and drive greater email ROI. What lands your email in the customer’s inbox? Understanding those factors, otherwise known as email deliverability, is critical to getting the most return on your campaign investments. But the “rules” around which factors land you in the spam folder aren’t always easy to keep up with.

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ChatGPT & the Enterprise: Balancing Caution and Innovation in the Age of AI

Unite.AI

OpenAI's groundbreaking AI tool ChatGPT was officially launched on November 30th, 2022. However, it wasn't until the early months of 2023 that its impact truly began to ripple through the global consciousness. This transition from a novel technological release to a sensation that captivated the world was both rapid and remarkable. The metrics speak volumes: According to Similarweb, ChatGPT garnered around 266 million visits in December 2022.

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The future of application delivery starts with modernization

IBM Journey to AI blog

IDC estimates that 750 million cloud native will be built by 2025. Where and how these applications are deployed will impact time to market and value realization. The reality is that application landscapes are complex, and they challenge enterprises to maintain and modernize existing infrastructure, while delivering new cloud-native features. Three in four executives reported disparate systems in their organizations and that a lack of skills, resources and common operational practices challenge

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Implementing CI/CD with Jenkins for Flask Application Deployment

Analytics Vidhya

Introduction As AI technologies continue to grow and the software development landscape constantly changes, it is critical that software be developed quickly, reliably, and of high quality. In order to satisfy these requirements, continuous integration (CI) and continuous deployment (CD), have become critical methods. While CD automates the deployment process, CI automates the integration and […] The post Implementing CI/CD with Jenkins for Flask Application Deployment appeared first on An

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ML Olympiad returns with over 20 challenges

AI News

The popular ML Olympiad is back for its third round with over 20 community-hosted machine learning competitions on Kaggle. The ML Olympiad – organised by groups including ML GDE, TFUG, and other ML communities – aims to provide developers with hands-on opportunities to learn and practice machine learning skills by tackling real-world challenges. Over the previous two rounds, an impressive 605 teams participated across 32 competitions, generating 105 discussions and 170 notebooks.

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Brick & Mortar Retail Relevance: How to Stay Ahead of the Curve

Speaker: Jay Black, Senior Account Executive

Let's set the record straight: in-store retail isn't dead - it's evolving! Faced with the digital age and the demands of omnichannel shopping, some retailers are thriving while others are struggling to adapt. Join Jay Black in this exclusive session as he explores the strategies that set successful stores apart, including: Crafting unique and unforgettable in-store experiences 🛍️ Mastering the art of retail demands 🛒 Navigating inventory challenges in today's climate 📦 an

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9 ways to transform contact center results with AI-powered speech analytic

AssemblyAI

Contact center speech analytics often leverage artificial intelligence to transform raw, unstructured voice data into actionable insights. AI-powered speech analytics help businesses easily analyze conversations with customers, so teams can gather real-time customer behavior data at an unprecedented scale. This means hours of recorded calls can unlock opportunities to: Identify customer complaints or issues Pinpoint upsell and cross-sell opportunities Learn where contact center agents are fallin

AI 147
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Enhancing AI Transparency and Trust with Composite AI

Unite.AI

The adoption of Artificial Intelligence (AI) has increased rapidly across domains such as healthcare, finance, and legal systems. However, this surge in AI usage has raised concerns about transparency and accountability. Several times black-box AI models have produced unintended consequences, including biased decisions and lack of interpretability. Composite AI is a cutting-edge approach to holistically tackling complex business problems.

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AI governance is rapidly evolving — Here’s how government agencies must prepare

IBM Journey to AI blog

The global AI governance landscape is complex and rapidly evolving. Key themes and concerns are emerging, however government agencies must get ahead of the game by evaluating their agency-specific priorities and processes. Compliance with official policies through auditing tools and other measures is merely the final step. The groundwork for effectively operationalizing governance is human-centered, and includes securing funded mandates, identifying accountable leaders, developing agency-wide AI

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AI Luminary Andrew Ng Joins Amazon’s Board

Analytics Vidhya

Amazon has appointed Andrew Ng, a prominent figure in artificial intelligence (AI), to its board. This signals the escalating competition among tech giants in the field of generative AI (GenAI). Ng comes with great expertise in the field, honed through his roles at Google and Baidu. His addition to the board looks promising as Amazon […] The post AI Luminary Andrew Ng Joins Amazon’s Board appeared first on Analytics Vidhya.

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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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Microsoft AI opens London hub to access ‘enormous pool’ of talent

AI News

Microsoft is doubling down on its AI efforts in the UK with the opening of a major new AI hub in London. The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. The hub will be led by AI scientist and engineer Jordan Hoffmann, who previously distinguished himself as a pioneer at AI companies Inflection and DeepMind , which are also based in London. “There is an enormous pool of AI talent and exp

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Researchers at Stanford and MIT Introduced the Stream of Search (SoS): A Machine Learning Framework that Enables Language Models to Learn to Solve Problems by Searching in Language without Any External Support

Marktechpost

Language models often need more exposure to fruitful mistakes during training, hindering their ability to anticipate consequences beyond the next token. LMs must improve their capacity for complex decision-making, planning, and reasoning. Transformer-based models struggle with planning due to error snowballing and difficulty in lookahead tasks. While some efforts have integrated symbolic search algorithms to address these issues, they merely supplement language models during inference.

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Jay Dawani is Co-founder & CEO of Lemurian Labs – Interview Series

Unite.AI

Jay Dawani is Co-founder & CEO of Lemurian Labs. Lemurian Labs is on a mission to deliver affordable, accessible, and efficient AI computers, driven by the belief that AI should not be a luxury but a tool accessible to everyone. The founding team at Lemurian Labs combines expertise in AI, compilers, numerical algorithms, and computer architecture, united by a single purpose: to reimagine accelerated computing.

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