Sat.Jan 13, 2024 - Fri.Jan 19, 2024

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What Does Quantum Computing Hold for Generative AI?

Unite.AI

Generative AI , such as large language models (LLMs) like ChatGPT, is experiencing unprecedented growth, as showcased in a recent survey by McKinsey Global. These models, designed to generate diverse content ranging from text and visuals to audio, find applications in healthcare, education, entertainment, and businesses. However, the expansive benefits of generative AI are accompanied by significant financial and environmental challenges.

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apt-get Command in Linux: Understanding with Examples

Analytics Vidhya

Introduction The apt-get command is a powerful tool in Linux that allows users to manage software packages. Whether you want to install, update, remove, or search for packages, apt-get provides a simple and efficient way to handle these tasks. In this article, we will explore the various functionalities of apt-get and provide examples to help […] The post apt-get Command in Linux: Understanding with Examples appeared first on Analytics Vidhya.

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IMF: AI could boost growth but worsen inequality

AI News

The International Monetary Fund (IMF) predicts that AI could boost global productivity and growth, but may displace jobs and worsen inequality. In a new analysis, IMF economists examined AI’s potential impact on the global labour market. While many studies foresee jobs being automated by AI, the technology will often complement human work instead.

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Join us at the forefront of AI for business: Think 2024

IBM Journey to AI blog

You want to use AI to accelerate productivity and innovation for your business. You need to move beyond experimentation to scale. You have to move fast. Join us in Boston for Think 2024, a unique and engaging experience that will guide you on your AI for business journey, no matter where you are on the road. From building AI readiness with a thoughtful hybrid cloud approach, to scaling AI across core business functions and industry needs, to embedding AI into the heart of your enterprise strateg

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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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AI-Driven Platform Could Streamline Drug Development

Unite.AI

Researchers at the University of Cambridge have developed an AI-driven platform that dramatically accelerates the prediction of chemical reactions, a crucial step in drug discovery. Moving away from traditional trial-and-error methods, this innovative approach combines automated experiments with machine learning. This advancement, validated on over 39,000 pharmaceutically relevant reactions, could significantly streamline the process of creating new drugs.

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Stability AI releases Stable Code 3B for enhanced coding assistance

AI News

Stability AI has announced the release of Stable Code 3B , an upgraded three billion parameter AI system for automatic code generation and completion. With enhancements like larger context size and improved completion quality, Stable Code 3B aims to push the boundaries of AI-assisted software development. At just three billion parameters, Stable Code 3B is designed to run efficiently on readily available hardware like laptops—unlike larger models which require expensive specialised chips.

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How to build a successful disaster recovery strategy

IBM Journey to AI blog

Whether your industry faces challenges from geopolitical strife, fallout from a global pandemic or rising aggression in the cybersecurity space, the threat vector for modern enterprises is undeniably powerful. Disaster recovery strategies provide the framework for team members to get a business back up and running after an unplanned event. Worldwide, the popularity of disaster recovery strategies is understandably increasing.

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Meta Invests Heavily in AI Future with Nvidia Chips

Unite.AI

In an ambitious move signaling a major strategic shift, Meta is diving deep into the realm of artificial intelligence. At the core of this venture is a massive investment in Nvidia's cutting-edge computer chips, integral to AI research and development. Mark Zuckerberg, the CEO of Meta, recently revealed plans for an extensive AI infrastructure, pivotal to the company's future roadmap in technology.

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Going Beyond the Basics of RAG Pipelines: How Txtai Can Help?

Analytics Vidhya

Introduction Effective retrieval methods are paramount in an era where data is the new gold. This article introduces an innovative data extraction and processing approach. Dive into the world of txtai and Retrieval Augmented Generation (RAG), where complex data becomes easily navigable and insightful. By the end of this article, you will know how the fusion of txtai […] The post Going Beyond the Basics of RAG Pipelines: How Txtai Can Help?

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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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Common Flaws in NLP Evaluation Experiments

Ehud Reiter

The ReproHum project (where I am working with Anya Belz (PI) and Craig Thomson (RF) as well as many partner labs) is looking at the reproducibility of human evaluations in NLP. So far our findings have been pretty depressing. We discovered early on in the project that none of the papers we considered replicating had sufficient information for replicability and that only 13% of authors were willing and able to provide the missing information ( paper ) ( blog ).

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Unlocking the power of chatbots: Key benefits for businesses and customers

IBM Journey to AI blog

Chatbots can help your customers and potential clients find or input information quickly by instantly responding to requests that use audio input, text input or a combination of both, eliminating the need for human intervention or manual research. Chatbots are everywhere, providing customer care support and assisting employees who use smart speakers at home, SMS, WhatsApp, Facebook Messenger, Slack and numerous other applications.

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Future-Ready Enterprises: The Crucial Role of Large Vision Models (LVMs)

Unite.AI

What are Large Vision Models (LVMs) Over the last few decades, the field of Artificial Intelligence (AI) has experienced rapid growth, resulting in significant changes to various aspects of human society and business operations. AI has proven to be useful in task automation and process optimization, as well as in promoting creativity and innovation.

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Insights on AI from Sam Altman, Satya Nadella and Yann LeCun at WEF 2024

Analytics Vidhya

The World Economic Forum (WEF), known for bringing together the world’s elite, held its annual meeting on January 15th. Some of the most influential figures in technology and business were a part of this event. This year’s gathering saw AI leaders like Sam Altman, Satya Nadella, and Yann LeCun converging to discuss the profound impact […] The post Insights on AI from Sam Altman, Satya Nadella and Yann LeCun at WEF 2024 appeared first on Analytics Vidhya.

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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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DeepMind AlphaGeometry solves complex geometry problems

AI News

DeepMind , the UK-based AI lab owned by Google’s parent company Alphabet, has developed an AI system called AlphaGeometry that can solve complex geometry problems close to human Olympiad gold medalists. In a new paper in Nature, DeepMind revealed that AlphaGeometry was able to solve 25 out of 30 benchmark geometry problems from past International Mathematical Olympiad (IMO) competitions within the standard time limits.

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Exploring the hyper-competitive future of customer experience

IBM Journey to AI blog

The future of customer experience (CX) is more : more data, more technology, more surprising and delighting. It’s also more pressure to retain those customers, whether those interactions happen online or in-store. As customer expectations and habits change, so too must the CX that organizations provide. Study after study shows that customer loyalty is decreasing, as customers demand more from the providers of goods and services and show their displeasure by switching brands.

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AI-Powered Development: Locofy.ai’s Answer to the Global Tech Challenge

Unite.AI

In 2024, as the tech industry grapples with a critical shortage of software developers, Locofy.ai, a visionary company based in Singapore, emerges as a game-changer in the realm of frontend development. Founded in 2021 by Honey Mittal and Sohaib Muhammad, Locofy.ai has quickly risen to prominence, offering innovative solutions that transform design into code with groundbreaking efficiency.

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30+ Big Data Interview Questions

Analytics Vidhya

Introduction In the realm of Big Data, professionals are expected to navigate complex landscapes involving vast datasets, distributed systems, and specialized tools. To assess a candidate’s proficiency in this dynamic field, the following set of advanced interview questions delves into intricate topics ranging from schema design and data governance to the utilization of specific technologies […] The post 30+ Big Data Interview Questions appeared first on Analytics Vidhya.

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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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Announcing the AssemblyAI Integration for Haystack

AssemblyAI

Haystack is an end-to-end LLM framework that enables you to build applications powered by LLMs, Transformer models, vector search, and more. However, audio data must be transcribed before it can be fed to advanced LLM models and other technologies. That’s exactly what our new integration does. All you have to do is install the assemblyai-haystack package with: pip install assemblyai-haystack Here is a sample piece of code that uses the AssemblyAITranscriber component in a Haystack pipelin

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How to build a successful product development strategy

IBM Journey to AI blog

To remain competitive in today’s relentlessly paced and ever-expanding marketplace, companies must think carefully about what products they’re developing and how they’re developing them, continuously iterating their processes to maintain a competitive edge. A finely tuned product development strategy is a holistic, cross-collaborative endeavor with the capacity to help any organization weather unforeseen events or market changes.

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Unite.AI Launches Premium.AI Domain Name Marketplace

Unite.AI

In a strategic move to address a significant gap in the domain marketplace, Unite.AI has launched a premium.AI domain name marketplace. This pioneering initiative aims to create a dedicated platform for startups and enterprises to access and select from a curated list of premium.AI domains. The decision was driven by the realization that there is no existing marketplace catering specifically to the growing demand for upscale.AI domain names, which have become increasingly valuable due to the ris

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Vodafone and Microsoft Forge $1.5 Billion Decade-Long AI and IoT Partnership

Analytics Vidhya

In a recent collaboration, Vodafone and Microsoft have announced a transformative 10-year strategic partnership, poised to reshape the digital landscape for over 300 million businesses, public sector organizations, and consumers across Europe and Africa. The $1.5 billion investment will drive advancements in artificial intelligence (AI), digital payments, and the Internet of Things (IoT).

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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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Bringing the full power of Copilot to more people and businesses

Microsoft AI

As we kick off a new year, we’re thrilled to see people increasingly using and loving Microsoft Copilot for work and life. Our goal is to empower every person and every organization on the planet to achieve more by bringing Copilot, the everyday AI companion, to millions of people around the world. We have reached.

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MIT Researchers Developed a New Method that Uses Artificial Intelligence to Automate the Explanation of Complex Neural Networks

Marktechpost

The challenge of interpreting the workings of complex neural networks, particularly as they grow in size and sophistication, has been a persistent hurdle in artificial intelligence. Understanding their behavior becomes increasingly crucial for effective deployment and improvement as these models evolve. The traditional methods of explaining neural networks often involve extensive human oversight, limiting scalability.

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AlphaGeometry: An Olympiad-level AI system for geometry

DeepMind

Our AI system surpasses the state-of-the-art approach for geometry problems, advancing AI reasoning in mathematics

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AI Quiz of the Day – #13 (Pandas)

Analytics Vidhya

Welcome to the Pandas Power Quiz, where we unravel the magic of data manipulation and analysis with Python’s powerhouse library – Pandas! With its versatile DataFrame structure, Pandas empowers you to navigate the vast data landscape effortlessly. Pandas offers many tools to make your data dance to your tune, from slicing and dicing to merging […] The post AI Quiz of the Day – #13 (Pandas) appeared first on Analytics Vidhya.

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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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See You In San Francisco – Legal Innovators California, June 4 + 5

Artificial Lawyer

Now into its third year, the landmark Legal Innovators California conference is back and taking place on June 4 and 5, in San Francisco this year. We will.

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Google AI Research Introduces Patchscopes: A Revolutionary AI Framework for Decoding and Enhancing the Interpretability of Large Language Models

Marktechpost

Language models have revolutionized the way machines comprehend and produce human-like text. These intricate systems use neural networks to interpret and respond to linguistic inputs. Their aptitude to process and generate language has far-reaching consequences in multiple fields, from automated chatbots to advanced data analysis. Grasping the internal workings of these models is critical to improving their efficacy and aligning them with human values and ethics.

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Bridging the Gap: Integrating Data Science and Decision Science through Six Essential Questions

Towards AI

Last Updated on January 14, 2024 by Editorial Team Author(s): Peyman Kor Originally published on Towards AI. Data Science is the discipline of making data useful — But How? It has been now more than one decade since Thomas H. Davenport and DJ Patilthree wrote their famous Harvard Business Review article: “Data Scientist: The Sexiest Job of the 21st Century” The article made many discussions, and now, after a decade, we have thousands of job profiles titled “Data Scientist.