Fri.Oct 06, 2023

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Introduction to HNSW: Hierarchical Navigable Small World

Analytics Vidhya

Introduction AI innovation is happening at breakneck speed. One of the frontiers of this innovation is the vector search engines. What are these search engines, you ask? In simple terms, they help in training large language models (LLMs) by going through large datasets and picking out what’s relevant. Now, there are many different ways in […] The post Introduction to HNSW: Hierarchical Navigable Small World appeared first on Analytics Vidhya.

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Embracing the Inevitable: The Era of AI-First Companies

Unite.AI

The Age of AI is not just approaching, it's already here. This was the topic of discussion during an expert panel and fireside chat I recently hosted that brought together an impressive mix of C-suite technology executives from Fortune 500 firms and leaders from emerging, enterprise-ready AI infrastructure startups. The evening focused on engaging discussions about AI's influence across industries—how it's honing data-driven decision-making, enhancing operational efficiency, and enriching custom

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Introduction of Microsoft Fabric

Analytics Vidhya

In today’s rapidly evolving digital landscape, seamless data, applications, and device integration are more pressing than ever. Enter Microsoft Fabric, a cutting-edge solution designed to revolutionize how we interact with technology. This article will explore the key features and benefits, identify the ideal users for this solution, and guide you on when and how to […] The post Introduction of Microsoft Fabric appeared first on Analytics Vidhya.

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OpenAI Contemplates Joining the AI Chipmaking League

Unite.AI

OpenAI, the powerhouse behind the renowned ChatGPT, might soon be delving into the dynamic world of artificial intelligence chip-making. According to a new Reuters report , the company is actively considering creating its unique AI chips and is even toying with the idea of acquiring a potential target in this sphere. The global demand for AI chips is soaring, particularly after OpenAI's ChatGPT stormed the market last year.

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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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Is Python Ray the Fast Lane to Distributed Computing?

Analytics Vidhya

Python Ray is a dynamic framework revolutionizing distributed computing. Developed by UC Berkeley’s RISELab, it simplifies parallel and distributed Python applications. Ray streamlines complex tasks for ML engineers, data scientists, and developers. Its versatility spans data processing, model training, hyperparameter tuning, deployment, and reinforcement learning.

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OpenAI said to be considering developing its own AI chips

Flipboard

OpenAI, one of the best-funded AI startups in business, is exploring making its own AI chips. Discussions of AI chip strategies within the company have been ongoing since at least last year, according to Reuters, as the shortage of chips to train AI models worsens.

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Real-time transcription in Python

AssemblyAI

Real-time transcription allows you to transcribe audio as it is generated, rather than submitting a complete audio file for transcription as with asynchronous transcription. Using real-time transcription you can build features like automated subtitles for live speeches, presentations, etc. In this tutorial, we will learn how to perform real-time transcription in Python using only 15 lines of code. 0:00 / 1× You can find all of the code for this tutorial in this repository.

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Generative AI Is a Disaster, and Companies Don’t Seem to Really Care

Flipboard

In their push for AI-generated content, tech companies are dancing on the edge between f **g around and finding out. Tech companies continue to insist that AI-generated content is the future as they release more trendy chatbots and image-generating tools.

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Speech AI for Sales Intelligence Platforms: How to Use AI in 2023

AssemblyAI

Sales intelligence platforms make it easier for sales organizations to automatically compile data, extract insights from that data, and drive efficiency in their operation. Now, with advancements in AI technology, many businesses are harnessing the power of Speech AI to build a more valuable sales intelligence platform for their customers. With Sfpeech AI, you can unlock insights hidden within hundreds of hours of audio and conversational data in the form of sales calls, demos, team meetings, an

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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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Tom Brady, Paris Hilton, Snoop Dogg and Kendall Jenner change their names for AI

Flipboard

On Sept. 27-28, Meta rolled out the red carpet at Meta Connect 2023, an event focused on the future of the metaverse, a shared virtual space where people can interact with each other and digital content.

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Researchers at MIT and Harvard Unveil a Revolutionary AI-Based Computational Approach: Efficiently Pinpointing Optimal Genetic Interventions with Fewer Experiments

Marktechpost

In the field of cellular reprogramming, researchers face the challenge of identifying optimal genetic perturbations to engineer cells into new states, a promising technique for applications like immunotherapy and regenerative therapies. The vast complexity of the human genome, consisting of around 20,000 genes and over 1,000 transcription factors, makes this search for ideal perturbations a costly and arduous process.

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Opinion: The next frontier in biomedicine: AI models of the human immune system

Flipboard

If the Covid-19 pandemic has shown us one thing, it is how little we really know about how the human immune system works. Despite the remarkable success in development of vaccines to prevent severe disease from SARS-CoV-2, it remains unclear how SARS-CoV-2, a newly emerging virus, causes such a broad spectrum of disease , ranging from asymptomatic and mild cases to severe disease and death.

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Researchers from China Unveil ImageReward: A Groundbreaking Artificial Intelligence Approach to Optimizing Text-to-Image Models Using Human Preference Feedback

Marktechpost

Recent years have seen tremendous developments in text-to-image generative models, including auto-regressive and diffusion-based methods. These models can produce high-fidelity, semantically relevant visuals on various topics when given the right language descriptions (i.e., prompts), sparking considerable public interest in their possible uses and effects.

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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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Microsoft to Debut AI Chip Next Month That Could Cut Nvidia GPU Costs

Flipboard

Microsoft next month plans to unveil the company’s first chip designed for artificial intelligence at its annual developers’ conference, according to …

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New Portable Water Treatment System Vaporizes 99% of ‘Forever Chemicals’

Extreme Tech

Aquagga’s ‘PFAS Destruction Unit’ fits within a small freight container and uses common ingredients to dismantle persistent toxic chemicals.

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Placebo effect shapes how we see AI

Flipboard

The preconceived notions people have about AI — and what they're told before they use it — mold their experiences with these tools in ways …

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How Can We Elevate the Quality of Large Language Models? Meet PIT: An Implicit Self-Improvement Framework

Marktechpost

LLMs have achieved state-of-the-art results in various complex tasks, such as math reasoning, summarization, conversations, schema induction, and domain-specific problem-solving. The success of LLMs hinges on their ability to follow instructions and align with human preferences. However, they have limitations and can produce incorrect information, reasoning errors, or unhelpful content.

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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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Pivoting to A.I. Is Tricky. Just Look at the Dot Com Era to Understand Why

Flipboard

Artificial intelligence is going to change everything across business. But that doesn't mean you should turn your business into an A.I. company. Founders outside of artificial intelligence scrounging for investment these days might have a critical case of FOMO.

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Comprehensive Introduction to AI Image Generation

Towards AI

Last Updated on October 9, 2023 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: This member-only story is on us. Upgrade to access all of Medium. Image generation with AI refers to the process of using artificial intelligence techniques, particularly machine learning models, to create images. These AI-generated images can range from realistic and natural-looking pictures to highly creative and abstract compositions.

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Why AI Is Medicine's Biggest Moment Since Antibiotics

Flipboard

Dr. Lloyd Minor, dean of the Stanford University School of Medicine, last year began playing around with AI-powered chatbots, the computer programs that simulate human conversation.

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Personalize your generative AI applications with Amazon SageMaker Feature Store

AWS Machine Learning Blog

Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. The applications also extend into retail, where they can enhance customer experiences through dynamic chatbots and AI assistants, and into digital marketing, where they can organize customer feedback and recommend products based on descriptions and purchase behaviors.

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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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Publishing A Book Means No Longer Having Control Over How Others Feel About It, Or How They’re Inspired By It. And That Includes AI.

Flipboard

From the we-need-to-learn-to-let-go dept. The post Publishing A Book Means No Longer Having Control Over How Others Feel About It, Or How They’re Inspired By It. And That Includes AI. appeared first on Above the Law.

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Is NVIDIA Abusing Its AI Market Dominance? EU Probes into NVIDIA’s Overwhelming Control in the AI Chip Sector

Marktechpost

Nvidia, the renowned GPU maker, is under the microscope in Europe over its dominance in the AI chip market. Recent reports from The Wall Street Journal revealed that French antitrust authorities have searched Nvidia’s French office. This move is to determine if Nvidia has been engaging in illegal monopolistic practices. The French Competition Authority (FCA) announced, confirming searches at the offices of certain manufacturers in the graphics chip sector.

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ChatGPT vs Bard new features compared

Flipboard

In the realm of artificial intelligence (AI), two models have been making waves with their recent updates and features: Google’s Bard AI and OpenAI’s …

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Windows 11 Is Still Nowhere Near Windows 10's Market Share

Extreme Tech

A new report shows Windows 10 still enjoys the lion's share of the market for Windows PCs, with Windows 11 barely moving the needle over the past year.

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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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Data Visualization: Presenting Complex Information Effectively

Flipboard

Learn how to present complex information effectively with data visualization.

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OpenAI Mulls Manufacturing Its Own AI Chips

Extreme Tech

The company behind ChatGPT is exploring alternatives to Nvidia's accelerators, including making its own.

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How SETI Astronomers Are Using AI to Finally Find ET

Flipboard

The search for aliens is getting a major boost from our robot overlords.

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