Tue.Sep 12, 2023

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Breaking Down Deloitte’s “Generative AI Dossier”

Unite.AI

In recent years, the realm of artificial intelligence has witnessed an evolutionary leap with the advent of Generative AI. Characterized by its ability to produce novel outputs, be it text, images, or even code, Generative AI isn't just another tech trend – it's rapidly shaping the way businesses think, operate, and innovate. At the forefront of this transformative wave is Deloitte, with its freshly unveiled report, “ The Generative AI Dossier.” A comprehensive exploration into the m

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AI Chatbots Build Software in Minutes for Less Than $1

Analytics Vidhya

In an enlightening study, AI chatbots have demonstrated their incredible potential by running a hypothetical software company, ChatDev, and developing software from scratch in under seven minutes, all while keeping costs under a dollar. This remarkable achievement, made possible by powerful AI technology like OpenAI‘s ChatGPT, opens new doors in software development.

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Revolutionizing the Classroom: The New Era of AI-Enhanced Learning

Unite.AI

Engaging students has always been a Herculean task for educators. Remember those dozing heads and yawns in a traditional classroom? Yeah, they are still around. Teachers try everything – from interactive activities to multimedia presentations, even cracking jokes to lighten the mood. Yet, that 100% engagement score feels as elusive as ever. But what if there were a way to not only grab but also sustain their attention?

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Harnessing Neuroevolution for AI Innovation

Analytics Vidhya

Introduction Neuroevolution is a captivating field where AI merges neural networks and evolutionary algorithms to nurture its creative abilities. It’s akin to AI’s artistic or musical journey, allowing it to paint masterpieces and compose symphonies. This article delves into neuroevolution, exploring its mechanics, applications, and significance.

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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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DeepBrain AI Review: The Best AI Avatar Generator? (2023)

Unite.AI

With videos having an audience reach of 91.8% of Internet users globally, there's no question that video content has become a cornerstone of effective communication. Whether promoting a product, sharing valuable training material, or engaging with your audience on social media, videos offer a dynamic and engaging way to get your message across. However, for many individuals and businesses, daunting challenges have long overshadowed the prospect of creating video content.

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UK Government tests frictionless trade models with Ecosystem of Trust pilots

IBM Journey to AI blog

The UK government’s Ecosystem of Trust is a potential future border model for frictionless trade, which the UK government committed to pilot testing from October 2022 to March 2023. The pilots made supply chain data directly accessible to the government, used new technologies to preserve goods’ physical integrity and considered how trusted relationships could enable certain controls to be performed by industry rather than the government.

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Text to Sound – Train Your Large Language Models

Analytics Vidhya

Introduction Imagine a world where AI can take a musician’s voice command and transform it into a beautiful, melodic guitar sound. It’s not science fiction; it results from groundbreaking research in the open-source community, ‘The Sound of AI’. In this article, we’ll explore the journey of creating Large Language Models (LLMs) for ‘Musician’s Intent Recognition’ […] The post Text to Sound – Train Your Large Language Models appeared first on Analytics Vidhya.

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MLPerf Inference v3.1 introduces new LLM and recommendation benchmarks

AI News

The latest release of MLPerf Inference introduces new LLM and recommendation benchmarks, marking a leap forward in the realm of AI testing. The v3.1 iteration of the benchmark suite has seen record participation, boasting over 13,500 performance results and delivering up to a 40 percent improvement in performance. What sets this achievement apart is the diverse pool of 26 different submitters and over 2,000 power results, demonstrating the broad spectrum of industry players investing in AI innov

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Variational Transformers for Music Composition: Can AI replace Musician ?

Analytics Vidhya

Introduction In the enchanting world of music, creativity knows no bounds. From classical symphonies to modern electronic beats, each note and melody uniquely expresses human artistry. But what if we told you that AI can now compose music? Enter Variational Transformers (VTs), a remarkable fusion of Variational Autoencoders (VAEs) and Transformer models, offers a fresh […] The post Variational Transformers for Music Composition: Can AI replace Musician ?

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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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Debunking observability myths – Part 5: You can create an observable system without observability-driven automation

IBM Journey to AI blog

In our blog series, we’ve debunked the following observability myths so far: Part 1: You can skip monitoring and rely solely on logs Part 2: Observability is built exclusively for SREs Part 3: Observability is only relevant and beneficial for large-scale systems or complex architectures Part 4: Observability is always expensive In this post, we’ll tackle another fallacy that limits the potential of observability —that you can create an observable system without observability dr

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Druid, a conversational AI platform for enterprises that integrates with ChatGPT, raises $24M

Flipboard

European AI startup Druid today announced it has raised $24 million in a Series B round of funding, as it looks to double down on its U.S. growth which it says now makes up the lion’s share of its revenue.

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What is ASR? A Comprehensive Overview of Automatic Speech Recognition Technology

AssemblyAI

Automatic Speech Recognition, or ASR, is the use of Machine Learning or Artificial Intelligence (AI) technology to process human speech into readable text. The field has grown exponentially over the past decade, with ASR systems popping up in popular applications we use every day such as TikTok and Instagram for real-time captions, Spotify for podcast transcriptions, Zoom for meeting transcriptions, and more.

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ChatGPT correctly diagnosed a 4-year-old's mysterious disease after 17 doctors failed

Flipboard

ChatGPT diagnosed a child's tethered cord syndrome, which caused him years of pain and was missed by 17 doctors. But AI chatbots are still error-prone.

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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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What Is Media Monitoring? (Definition, Benefits, and AI)

AssemblyAI

With so much information available online, it’s never been easier for consumers to make quick decisions about your brand. Consequently, it's never been more critical to keep tabs on your brand's presence with media monitoring. Patrolling the endless sea of digital news can feel overwhelming, especially when it's tucked behind videos, podcasts, and livestreams.

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Inside Adobe’s strategy to rule generative AI

Flipboard

Adobe made the decision to not be first in the AI race, but that puts a lot of pressure on it to be the best. The year was 2022—a lifetime ago. OpenAI, Midjourney, and Stability AI were going viral in an endless stream of posts shared on social media.

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Is The Wait for Jurassic Park Over? This AI Model Uses Image-to-Image Translation to Bring Ancient Fossils to Life

Marktechpost

Image-to-image translation (I2I) is an interesting field within computer vision and machine learning that holds the power to transform visual content from one domain into another seamlessly. This transformative process goes beyond the simple change of pixel values; it entails a profound understanding of the underlying structures, semantics, and styles of images.

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Andrew Ng: How to be an innovator

Flipboard

Tips for aspiring innovators on trying, failing, and the future of AI. This essay is part of MIT Technology Review’s 2023 Innovators Under 35 package.

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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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Enhancing GPT-4 Summarization Through Chain of Density Prompts

Marktechpost

Large Language Models have gained a lot of attention in recent times due to their excellent capabilities. LLMs are capable of everything from question answering and content generation to language translation and textual summarization. Recent developments in automatic summarization are largely attributable to a change in strategy from supervised fine-tuning on labeled datasets to the use of Large Language Models like OpenAI developed GPT-4 with zero-shot prompting.

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AI-Powered ‘Thought Decoders’ Won’t Just Read Your Mind—They’ll Change It

Flipboard

“Mind-reading” neural decoders could spell the end of privacy. But the full ramifications of this technology are even more concerning.

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There are many types of human evaluation!

Ehud Reiter

We had the Human Evaluation workshop last week. Interesting as always, but also (as usual) the focus was on evaluations based on asking subjects to rate or rank outputs. Indeeed, I’ve had a few discussions recently about human evaluation, where the people I’m talking to assume that this means ratings or rankings. But there are many other types of human evaluations, most of which usually give more meaningful results that ratings or rankings!

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Everything you Need to Become a SAS Certified Data Scientist

Flipboard

With a shortage of talent and an abundance of opportunity, there’s never been a better time to launch or advance your data science career with the SAS Academy for Data Science. Read on to find out everything you need to become a SAS Certified Data Scientist.

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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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Best Practices for LLM Evaluation of RAG Applications

databricks

Chatbots are the most widely adopted use case for leveraging the powerful chat and reasoning capabilities of large language models (LLM). The retrieval.

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With ‘GitHub for data,’ Gable.ai wants to connect software engineers and ML developers

Flipboard

AI applications are booming. But to keep them from breaking, the data flowing into those apps needs to be high-quality — that is, reliable, complete and accurate. That’s the problem Gable.

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Can Low-Cost Quadrupedal Robots Master Parkour? Unveiling a Revolutionary Learning System for Agile Robotic Movement

Marktechpost

The quest to make robots perform complex physical tasks, such as navigating challenging environments, has been a long-standing challenge in robotics. One of the most demanding tasks in this domain is parkour, a sport that involves traversing obstacles with speed and agility. Parkour requires a combination of skills, including climbing, leaping, crawling, and tilting, which is particularly challenging for robots due to the need for precise coordination, perception, and decision-making.

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Salesforce introduces new AI assistant, Einstein Copilot, for all its CRM apps

Flipboard

Customer relationship management software (CRM) leader Salesforce is announcing a big update today to its artificial intelligence (AI) suite, Einstein, at its annual Dreamforce 2023 conference in San Francisco.

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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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Baidu AI Researchers Introduce VideoGen: A New Text-to-Video Generation Approach That Can Generate High-Definition Video With High Frame Fidelity

Marktechpost

Text-to-image (T2I) generation systems like DALL-E2, Imagen, Cogview, Latent Diffusion, and others have come a long way in recent years. On the other hand, text-to-video (T2V) generation remains a difficult issue due to the need for high-quality visual content and temporally smooth, realistic motion corresponding to the text. In addition, large-scale databases of text-video combinations are very hard to come across.

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AI model speeds up high-resolution computer vision

Flipboard

The system could improve image quality in video streaming or help autonomous vehicles identify road hazards in real-time.

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The Real Problem with Software Development

O'Reilly Media

A few weeks ago, I saw a tweet that said “Writing code isn’t the problem. Controlling complexity is.” I wish I could remember who said that; I will be quoting it a lot in the future. That statement nicely summarizes what makes software development difficult. It’s not just memorizing the syntactic details of some programming language, or the many functions in some API, but understanding and managing the complexity of the problem you’re trying to solve.