Thu.Sep 07, 2023

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Understanding Algorithmic Bias: Types, Causes and Case Studies

Analytics Vidhya

Introduction Have you ever wondered why your social media feed seems to predict your interests with uncanny accuracy, or why certain individuals face discrimination when interacting with AI systems? The answer often lies in algorithmic bias, a complex and pervasive issue within artificial intelligence. This article will disclose what is algorithmic bias, its various dimensions, […] The post Understanding Algorithmic Bias: Types, Causes and Case Studies appeared first on Analytics Vidhya.

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Decoding Opportunities and Challenges for LLM Agents in Generative AI

Unite.AI

We are seeing a progression of Generative AI applications powered by large language models (LLM) from prompts to retrieval augmented generation (RAG) to agents. Agents are being talked about heavily in industry and research circles, mainly for the power this technology provides to transform Enterprise applications and provide superior customer experiences.

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Video Summarization Using OpenAI Whisper and Hugging Chat API

Analytics Vidhya

Introduction “Less is more,” as architect Ludwig Mies van der Rohe famously said, and this is what summarization means. Summarization is a critical tool in reducing voluminous textual content into succinct, relevant morsels, appealing to today’s fast-paced information consumption. In text applications, summarization aids information retrieval, and supports decision-making.

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Harnessing AI and data analytics can make clean energy more viable

IBM Journey to AI blog

The effects of climate change grow more tangible by the day. As a result, the electric power industry is hastening efforts to reduce environmental impact. To do so, they need help to get a clearer picture of where they fall on the emissions reduction roadmap, and to better understand their opportunities for improvement. This is where harnessing artificial intelligence (AI) and data analytics can help.

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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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Leveraging Generative Models to Boost Semi-Supervised Learning

Analytics Vidhya

Introduction In the dynamic world of machine learning, one constant challenge is harnessing the full potential of limited labeled data. Enter the realm of semi-supervised learning—an ingenious approach that harmonizes a small batch of labeled data with a trove of unlabeled data. In this article, we explore a game-changing strategy: leveraging generative models, specifically Variational […] The post Leveraging Generative Models to Boost Semi-Supervised Learning appeared first on Analytics V

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How to Build LLMs for Code? 

Analytics Vidhya

Introduction In an ever-evolving tech landscape, mastering large language models isn’t just a skill; it’s your ticket to the forefront of innovation. LLM models are like digital wizards, making coding dreams come true! By mastering them, you’ll write code at warp speed, create entire software masterpieces, and do code summarization effortlessly.

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UK’s AI ecosystem to hit £2.4T by 2027, third in global race

AI News

Projections released by the newly launched Global AI Ecosystem open-source knowledge platform indicate that the UK’s AI sector is set to skyrocket from £1.36 trillion ($1.7 trillion) to £2.4 trillion ($3 trillion) by 2027. The findings suggest the UK is set to remain Europe’s AI leader and secure third place in the global AI race behind the US and China.

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AI News Weekly - Issue #349: AI chip startup d-Matrix raises $110 million with backing from Microsoft - Sep 7th 2023

AI Weekly

Powered by invideo.io In the News AI chip startup d-Matrix raises $110 million with backing from Microsoft Silicon Valley-based artificial intelligence chip startup d-Matrix has raised $110 million from investors that include Microsoft Corp (MSFT.O) at a time when many chip companies are struggling to raise cash. reuters.com Sponsor Turn Any Idea Into Video With One AI Tool Imagine having a co-pilot to create videos - that's invideo AI.

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Managing your cloud ecosystems: Migrating to a new Ubuntu operating system version

IBM Journey to AI blog

Planning and managing your cloud ecosystem and environments is critical for reducing production downtime and maintaining a functioning workload. In the “Managing your cloud ecosystems” blog series, we cover different strategies for ensuring that your setup functions smoothly with minimal downtime. In the third blog of the series, we’re discussing migrating your worker nodes to a new Ubuntu operating system.

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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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Top 10 LLM Vulnerabilities

Unite.AI

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Today, there are numerous proprietary and open-source LLMs in the market that are revolutionizing industries and bringing transformative changes in how businesses function.

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AI Research Lab Imbue Nabs $200 Million For Speculative Bet To Build AI ‘Agents’

Flipboard

The startup, one of very few woman-led AI unicorns, has a $1 billion valuation and access to 10,000 Nvidia H100 GPUs, but its founders say it could be years away from revealing a product.

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Anthropic Introduces Paid Subscription for its AI Chatbot Platform Claude

Unite.AI

In a pivotal moment for the conversational AI industry, Anthropic, a leading figure in artificial intelligence, has rolled out a paid subscription plan ( Claude Pro ) for its state-of-the-art chatbot. This development highlights the AI chatbot sector's evolving landscape and provides insights into how businesses gauge the value of their digital offerings.

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IBM rolls out new generative AI features and models

Flipboard

Fighting for relevance in the growing — and ultra-competitive — AI space, IBM this week introduced new generative AI models and capabilities across its recently-launched Watsonx data science platform.

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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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How does “Stable Diffusion” Really Work? An Intuitive Explanation

Towards AI

Last Updated on September 8, 2023 by Editorial Team Author(s): Oleks Gorpynich Originally published on Towards AI. “Stable Diffusion” models, as they are commonly known, or Latent Diffusion Models as they are known in the scientific world, have taken the world by storm, with tools like Midjourney capturing the attention of millions. In this article, I will attempt to dispel some mysteries regarding these models and hopefully paint a conceptual picture in your mind of how they work.

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Mindtrip wants to become your AI travel agent

Flipboard

Once upon a time, we used to use travel agents to book our flights, book our hotels and maybe even make recommendations about things to do and places to eat while you were away.

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Simplifying Your Exploratory Data Analysis With These Four (4) Packages

Towards AI

Last Updated on September 8, 2023 by Editorial Team Author(s): Francis Adrian Viernes Originally published on Towards AI. Four Essential Tools Every Data Scientist Should Have in Their Toolbox This member-only story is on us. Upgrade to access all of Medium. Photo by Adam Śmigielski on Unsplash It’s a great time to be a data scientist! What takes a lot of time to put together can be automated now, leaving much room to improve insights-creation and the machine learning model design.

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Anthropic’s Claude AI chatbot gets a paid plan for heavy users

Flipboard

Anthropic, the AI company backed by Google, has launched a paid version of its Claude chatbot in the US and UK. Priced at $20 (or £18) per month, the new Claude Pro option offers priority access when the bot is busy, early access to new features, and the ability to send more messages.

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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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AI is just a bad student.

Towards AI

Last Updated on September 8, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. An analogy to explain how deep learning works… This member-only story is on us. Upgrade to access all of Medium. Originally published on louisbouchard.ai, read it 2 days before on my blog! [link] When we talk about artificial intelligence, or AI, we tend to mean deep learning.

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The Amazing Ways Coca-Cola Uses Generative AI In Art And Advertising

Flipboard

Some say that in the very near future, we’ll need to either adopt artificial intelligence (AI) or be made redundant by it – or by others using it. If this is true, artists, designers and other creatives are more at stake than most.

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Top 5 AI Data Security Threats in 2023

Towards AI

Last Updated on September 8, 2023 by Editorial Team Author(s): Ahmed Fessi Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Generative AIs, such as ChatGPT by OpenAI, have truly changed the game in how we interact with and perceive AI. Everyday tasks like writing, coding, and even job applications have taken a leap in terms of convenience and speed (and quality?).

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Microsoft and Paige are building the world's largest AI model for detecting cancer

Flipboard

Microsoft announced Thursday it is teaming up with digital pathology provider Paige to build the world's largest image-based artificial intelligence …

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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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Meet YaRN: A Compute-Efficient Method to Extend the Context Window of Transformer-based Language Models Requiring 10x Less Tokens and 2.5x Less Training Steps than Previous Methods

Marktechpost

Large language models like chat GPT can consider a broader context in the text, enabling them to understand and generate more coherent and contextually relevant responses. This is especially useful in tasks like text completion, where understanding the entire context of a document is crucial. These models can capture complex relationships and dependencies within a document, even if they span many tokens.

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Imbue raises $200M to build AI models that can ‘robustly reason’

Flipboard

Imbue, the AI research lab formerly known as Generally Intelligent, has raised $200 million in a Series B funding round that values the company at over $1 billion. Among those participating are the Astera Institute, Nvidia, Cruise CEO Kyle Vogt and Notion co-founder Simon Last.

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How to Boost Pandas Speed And Process 10M-row Datasets in Milliseconds

Towards AI

Last Updated on September 8, 2023 by Editorial Team Author(s): Bex T. Originally published on Towards AI. Use Pandas the way it was intended to This member-only story is on us. Upgrade to access all of Medium. Image by me with Midjourney “Great… another article on how to make Pandas n times faster.” I think I have said that countless times for the past three years I have been using Pandas.

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Artists sign open letter saying generative AI is good, actually

Flipboard

Artists are among the many groups who will feel the effects of AI over the next few years, but it’s not doom and gloom for everyone.

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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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How Industries Are Meeting Consumer Expectations With Speech AI

NVIDIA

Thanks to rapid technological advances, consumers have become accustomed to an unprecedented level of convenience and efficiency. Smartphones make it easier than ever to search for a product and have it delivered right to the front door. Video chat technology lets friends and family on different continents connect with ease. With voice command tools, AI assistants can play songs, initiate phone calls or recommend the best Italian food in a 10-mile radius.

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6 Things Teachers Do That AI Just Can't

Flipboard

Tools powered by artificial intelligence have the potential to increase people’s productivity and make many tasks easier to do.

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Computer vision gives global manufacturer another set of eyes

SAS Software

Computer vision is a field of artificial intelligence that teaches computers to understand visuals. Using digital images from cameras and videos and deep learning models, machines can learn to recognize and categorize objects and respond to their surroundings based on what they “see.” Computer vision's accuracy has skyrocketed in the [.