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Fine-Tuning and RAG: Which One Is Better?

Analytics Vidhya

Introduction In the rapidly evolving field of artificial intelligence, Large Language Models (LLMs) have emerged as powerful tools capable of generating coherent and contextually relevant text. Utilizing the transformer architecture, these models leverage the attention mechanism to capture long-range dependencies and are trained on extensive and diverse datasets.

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Ethical, trust and skill barriers hold back generative AI progress in EMEA

AI News

76% of consumers in EMEA think AI will significantly impact the next five years, yet 47% question the value that AI will bring and 41% are worried about its applications. This is according to research from enterprise analytics AI firm Alteryx. Since the release of ChatGPT by OpenAI in November 2022, there has been significant buzz about the transformative potential of generative AI, with many considering it one of the most revolutionary technologies of our time.

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6 Free Courses on MLOps Offered by Google

Analytics Vidhya

Introduction Do you know, that you can automate machine learning (ML) deployments and workflow? Yes, you heard it right. This can be done using Machine Learning Operations (MLOps), which are a set of rules and practices that simplify and automate ML deployments and workflows. Nowadays people are building AI and ML solutions that are solving […] The post 6 Free Courses on MLOps Offered by Google appeared first on Analytics Vidhya.

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The Growing Threat of Data Leakage in Generative AI Apps

Unite.AI

The age of Generative AI (GenAI) is transforming how we work and create. From marketing copy to generating product designs, these powerful tools hold great potential. However, this rapid innovation comes with a hidden threat: data leakage. Unlike traditional software, GenAI applications interact with and learn from the data we feed them. The LayerX study revealed that 6% of workers have copied and pasted sensitive information into GenAI tools, and 4% do so weekly.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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Google ushers in the “Gemini era” with AI advancements

AI News

Google has unveiled a series of updates to its AI offerings, including the introduction of Gemini 1.5 Flash, enhancements to Gemini 1.5 Pro, and progress on Project Astra, its vision for the future of AI assistants. Gemini 1.5 Flash is a new addition to Google’s family of models, designed to be faster and more efficient to serve at scale. While lighter-weight than the 1.5 Pro, it retains the ability for multimodal reasoning across vast amounts of information and features the breakthrough l

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AI News Weekly - Issue #385: Game theory improves the reliability of language models - May 16th 2024

AI Weekly

Powered by ai4.io In the News Using ideas from game theory to improve the reliability of language models MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) researchers have created a similar "game" to help improve how AI understands and generates text. It is known as a “consensus game” and it involves two parts of an AI system. mit.edu Sponsor Join industry’s leading AI conference - free passes available!

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5 Best AI Chatbots to Increase Sales and Revenue in 2024

Analytics Vidhya

Introduction AI chatbots and assistants are transforming businesses across sectors these days by improving client relations and optimizing operations. They have become an indispensable part of the quickly changing digital sales landscape of 2024. These advanced tools are revolutionizing the way organizations interact with their customers by improving the effectiveness, speed, and quality of communications. […] The post 5 Best AI Chatbots to Increase Sales and Revenue in 2024 appeared first

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Understanding the Hype Cycle and Organisational Trajectories

Unite.AI

In today's fast-evolving technology landscape, innovation plays a pivotal role in shaping future product portfolios as industries explore new ways to streamline business operations, deliver efficiencies, and deepen customer engagement. However, with the accelerating pace of change, it's essential to separate the innovations which will disrupt or drive transformative outcomes and thus need large investment from those that need to be explored but not yet invested in.

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UAE unveils new AI model to rival big tech giants

AI News

The UAE is making big waves by launching a new open-source generative AI model. This step, taken by a government-backed research institute, is turning heads and marking the UAE as a formidable player in the global AI race. In Abu Dhabi, the Technology Innovation Institute (TII) unveiled the Falcon 2 series. As reported by Reuters , this series includes Falcon 2 11B, a text-based model, and Falcon 2 11B VLM, a vision-to-language model capable of generating text descriptions from images.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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How to establish lineage transparency for your machine learning initiatives

IBM Journey to AI blog

Machine learning (ML) has become a critical component of many organizations’ digital transformation strategy. From predicting customer behavior to optimizing business processes, ML algorithms are increasingly being used to make decisions that impact business outcomes. Have you ever wondered how these algorithms arrive at their conclusions? The answer lies in the data used to train these models and how that data is derived.

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This AI Paper from Huawei Introduces a Theoretical Framework Focused on the Memorization Process and Performance Dynamics of Transformer-based Language Models (LMs)

Marktechpost

Transformer-based neural networks have shown great ability to handle multiple tasks like text generation, editing, and question-answering. In many cases, models that use more parameters show better performance measured by perplexity and high accuracies of end tasks. This is the main reason for the development of larger models in industries. However, larger models sometimes result in a bad performance, for example, the 2B model MiniCPM exhibits comparable capabilities to larger language models, s

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Sequence-to-Sequence Models for Language Translation

Analytics Vidhya

Introduction In natural language processing (NLP), sequence-to-sequence (seq2seq) models have emerged as a powerful and versatile neural network architecture. These models excel at various complex tasks such as machine translation, text summarization, and dialogue systems, fundamentally transforming how machines understand and generate human language.

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Leveraging AI, Digital Twins, and AR/VR for Enhanced Aircraft Maintenance and Repair

Unite.AI

Leading aircraft manufacturers have been under intense pressure since early January, when a panel blew off a brand-new Alaska Airlines 737 Max midflight. While this issue was front and center for one manufacturer specifically, the event has spotlighted a lengthy series of safety and manufacturing problems that have piled up for the industry over the years.

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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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The CFO’s role in the age of generative AI

IBM Journey to AI blog

CFOs are the stewards of investment capital, orchestrating a movement with transformative technology and innovation to evolve businesses, accelerate revenue streams and drive meaningful outcomes. The current business environment has CFOs facing headwinds for decision-making in less-than-ideal conditions with rapidly shifting regulations, tedious reporting standards, ESG requirements and inflationary pressures; however, the need for growth and profit expansion remains, and as CEOs look for ways t

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TII Releases Falcon 2-11B: The First AI Model of the Falcon 2 Family Trained on 5.5T Tokens with a Vision Language Model

Marktechpost

The Technology Innovation Institute (TII) in Abu Dhabi has introduced Falcon, a cutting-edge family of language models available under the Apache 2.0 license. Falcon-40B is the inaugural “truly open” model, boasting capabilities on par with many proprietary alternatives. This development marks a significant advancement, offering many opportunities for practitioners, enthusiasts, and industries alike.

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How to use ‘Ask Photos’ feature in Google Photos?

Analytics Vidhya

Introduction The “Ask Photos” function is an interesting addition to Google Photos, which was introduced at Google I/O 2024. This cutting-edge solution transforms how consumers interact with their photo libraries by utilizing artificial intelligence, specifically powered by Gemini. “Ask Photos” claims to expedite photo retrieval by providing a smooth and user-friendly search experience.

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Unveiling ChatGPT-4o: Next-Gen Features and Their Transformative Impact

Unite.AI

The latest iteration of OpenAI's conversational model, ChatGPT-4o (“o” for “omni”) has arrived, bringing with it a host of new features that promise to revolutionize the way we interact with AI. Building on the success of its predecessors, GPT-4o introduces significant advancements in language understanding, contextual awareness, and user interaction capabilities.

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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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The market size in the AI market is projected to reach $184bn in 2024

AI News

We can often get very excited about breakthroughs in Artificial Intelligence and how there will be seismic changes in the way in which it shapes the future. However, as those interested in AI know, the technology is very much already embedded in so many of our day-to-day transactions that it is already transforming the ways in which we work, rest and play.

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Fire It Up: Mozilla Firefox Adds Support for AI-Powered NVIDIA RTX Video

NVIDIA

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and which showcases new hardware, software, tools and accelerations for RTX PC users. Mozilla Firefox, the popular open-source browser, is the latest partner to incorporate NVIDIA RTX Video, a technology that uses AI to improve video quality on Windows PCs and workstations.

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CinePile: A Novel Dataset and Benchmark Specifically Designed for Authentic Long-Form Video Understanding

Marktechpost

Video understanding is one of the evolving areas of research in artificial intelligence (AI), focusing on enabling machines to comprehend and analyze visual content. Tasks like recognizing objects, understanding human actions, and interpreting events within a video come under this domain. Advancements in this domain find crucial applications in autonomous driving, surveillance, and entertainment industries.

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Synthflow AI: The Ultimate Tool for Automating Your Business Calls

Analytics Vidhya

Introduction Conversational AI has emerged as a transformative technology in recent years, fundamentally changing how businesses interact with customers. By leveraging natural language processing (NLP) and machine learning, conversational AI systems can understand and respond to human language, creating more engaging and efficient interactions. This technology powers chatbots, virtual assistants, and voice agents, facilitating customer […] The post Synthflow AI: The Ultimate Tool for Autom

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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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Behind AI #13: How to Automate Your Excel Reporting with Python

Artificial Corner

Made with Midjourney Let’s face it; no matter what our job is, sooner or later, we will have to deal with repetitive tasks like updating a daily report in Excel. Things could get worse if you work for a company that doesn’t work with Python because you wouldn't be able to solve this problem by using only Python. But don’t worry, you still can use your Python skills to automate your Excel reporting without having to convince your boss to migrate to Python!

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Intel’s Aurora achieves exascale to become the fastest AI system

AI News

Intel , in collaboration with Argonne National Laboratory and Hewlett Packard Enterprise (HPE), has revealed that its Aurora supercomputer has exceeded the exascale computing threshold reaching speeds of 1.012 exaflops to become the fastest AI-focused system. “The Aurora supercomputer surpassing exascale will allow it to pave the road to tomorrow’s discoveries,” said Ogi Brkic, Intel’s VP and GM of Data Centre AI Solutions.

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NVIDIA, Teradyne and Siemens Gather in the ‘City of Robotics’ to Discuss Autonomous Machines and AI

NVIDIA

Senior executives from NVIDIA, Siemens and Teradyne Robotics gathered this week in Odense, Denmark, to mark the launch of Teradyne’s new headquarters and discuss the massive advances coming to the robotics industry. One of Denmark’s oldest cities and known as the city of robotics, Odense is home to over 160 robotics companies with 3,700 employees and contributes profoundly to the industry’s progress.

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01.AI Introduces Yi-1.5-34B Model: An Upgraded Version of Yi with a High-Quality Corpus of 500B Tokens and Fine-Tuned on 3M Diverse Fine-Tuning Samples

Marktechpost

The recent Yi-1.5-34B model introduced by 01.AI has brought about yet another advancement in the field of Artificial Intelligence. Positioned as a major improvement over its predecessors, this unique model bridges the gap between Llama 3 8B and 70B. It promises better performance in a number of areas, such as multimodal capability, code production, and logical reasoning.

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

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How AI Can Reshape Legal Education + Lawyer Training

Artificial Lawyer

AI will change not just legal work, but legal education and lawyer training – here are five examples of how. AI’s application to the law also raises key questions about evaluating legal work.

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Is AI going to upend the face of gambling?

AI News

AI has made some – to put it mildly – big changes in our world in recent years, and although nobody can say for sure what it’s going to do next or what kind of impact it’s going to have on many aspects of our lives, people are eagerly looking out for those alterations (some with slight trepidation). What does it mean for those who love the buzz and thrill of the casino world?

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Drug Discovery, STAT! NVIDIA, Recursion Speed Pharma R&D With AI Supercomputer

NVIDIA

Described as the largest system in the pharmaceutical industry, BioHive-2 at the Salt Lake City headquarters of Recursion debuts today at No. 35, up more than 100 spots from its predecessor on the latest TOP500 list of the world’s fastest supercomputers. The advance represents the company’s most recent effort to accelerate drug discovery with NVIDIA technologies.