Mon.Oct 30, 2023

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Mastering AI Optimization and Deployment with Intel’s OpenVINO Toolkit

Analytics Vidhya

Introduction We talk about AI almost daily due to its growing impact in replacing humans’ manual work. Building AI-enabled software has rapidly grown in a brief time. Enterprises and businesses believe in integrating reliable and responsible AI in their application to generate more revenue. The most challenging part of integrating AI into an application is […] The post Mastering AI Optimization and Deployment with Intel’s OpenVINO Toolkit appeared first on Analytics Vidhya.

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AI in DevOps: Streamlining Software Deployment and Operations

Unite.AI

Like a well-oiled machine, your organization is on the brink of a significant software deployment. You've invested heavily in cutting-edge AI solutions, your digital transformation strategy is set, and your sights are firmly fixed on the future. Yet, the question looms – can you truly harness the power of AI to streamline your software deployment and operations?

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The Ultimate Guide to AI Voice Generators for 2023 Edition

Analytics Vidhya

Introduction The introduction of artificial intelligence (AI) has resulted in ground-breaking advances in several different industries. The emergence of AI speech generators, which can produce realistic, synthesized human voices, is one example of how far AI has come in imitating human conduct. They depend on deep learning algorithms trained on significant datasets of previously recorded […] The post The Ultimate Guide to AI Voice Generators for 2023 Edition appeared first on Analytics Vid

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Biden issues executive order to ensure responsible AI development

AI News

President Biden has issued an executive order aimed at positioning the US at the forefront of AI while ensuring the technology’s safe and responsible use. The order establishes stringent standards for AI safety and security, safeguards Americans’ privacy, promotes equity and civil rights, protects consumers and workers, fosters innovation and competition, and enhances American leadership on the global stage.

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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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How IBM and AWS are partnering to deliver the promise of AI for business

IBM Journey to AI blog

In today’s digital age where data stands as a prized asset, generative AI serves as the transformative tool to mine its potential. According to a survey by the MIT Sloan Management Review, nearly 85% of executives believe generative AI will enable their companies to obtain or sustain a competitive advantage. The global AI market is projected to grow to USD 190 billion by 2025, increasing at a compound annual growth rate (CAGR) of 36.62% from 2022, according to Markets and Markets.

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How to stay on the right side of the latest SEC cybersecurity disclosure rules for a data breach

IBM Journey to AI blog

In July 2023, the Securities and Exchange Commission (SEC) voted to adopt new cybersecurity rules and requirements for all market entities to address risks. Among the passed regulations were updated requirements for Form 8-K reporting as well as new guidance for Form 10-K Amendments. Under the rule surrounding Form 8-K reporting, public companies are now required to report data breaches within four days of an incident.

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Biden issues sweeping executive order on AI

Flipboard

President Biden issued a highly anticipated, sweeping executive order on artificial intelligence (AI) on Monday, focused on seizing on the emerging technology and managing its risks. The order includes several new actions, which focus on areas like safety, privacy, protecting workers, and protecting innovation.

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Don’t get another surprise bill from your observability vendor

IBM Journey to AI blog

Businesses rely heavily on monitoring solutions to ensure the optimal performance and availability of their applications. While features and capabilities are important to evaluate, it’s also important to consider pricing to ensure the right solution that will meet your needs. Over the years, many legacy APM providers have developed complicated pricing structures that make it difficult to understand exactly what the solution will end up costing and discourages broad adoption by charging per

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White House drops an AI regulation bombshell: 10 new mandates that'll shake up the industry

Flipboard

Open AI, Google, Microsoft, and other prominent AI players must answer to the new AI legislation. The White House just announced a thunderous executive order tackling AI regulation.

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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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EasyPhoto: Your Personal AI Photo Generator

Unite.AI

Stable Diffusion Web User Interface, or SD-WebUI, is a comprehensive project for Stable Diffusion models that utilizes the Gradio library to provide a browser interface. Today, we're going to talk about EasyPhoto, an innovative WebUI plugin enabling end users to generate AI portraits and images. The EasyPhoto WebUI plugin creates AI portraits using various templates, supporting different photo styles and multiple modifications.

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The Mega Trends That Will Shape Our Future World

Flipboard

Picture this: The year is 2040. You’ve just disembarked from a hypersonic flight from New York to London, a mere two-hour journey, and then take an air urban mobility “drone” to beat London’s rush hour traffic to be home in 20 minutes.

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Use AWS PrivateLink to set up private access to Amazon Bedrock

AWS Machine Learning Blog

Amazon Bedrock is a fully managed service provided by AWS that offers developers access to foundation models (FMs) and the tools to customize them for specific applications. It allows developers to build and scale generative AI applications using FMs through an API, without managing infrastructure. You can choose from various FMs from Amazon and leading AI startups such as AI21 Labs, Anthropic, Cohere, and Stability AI to find the model that’s best suited for your use case.

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Brain Mysteries Deciphered through AI's Self-Learning Models - Neuroscience News

Flipboard

By training neural networks using this machine learning technique, they observed patterns echoing those in mammalian brains.

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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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Training LLMs at Scale with AMD MI250 GPUs

databricks

Introduction Four months ago, we shared how AMD had emerged as a capable platform for generative AI and demonstrated how to easily and.

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Google’s Pixel phones are in trouble

Flipboard

Google's Pixel phones are great, especially the new Pixel 8 and Pixel 8 Pro. But they're also facing serious problems that are hard to overlook.

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Inside LlaVA: The First Open Source GPT-4V Alternative

Towards AI

Last Updated on October 31, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. The model outperforms GPT-4 in several visual instruction tasks. Image Credit: [link] I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read.

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Biden executive order imposes new rules for AI. Here's what they are.

Flipboard

Move aims to protect against AI use for devastating weapons or cyberattacks.

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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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Why quitting your job might be the best decision you’ve ever made

Cassie Kozyrkov

Advice for those who are afraid of leaping into the unknown Continue reading on Medium »

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Preliminary Thoughts on the White House Executive Order on AI

O'Reilly Media

Disclaimer: Based on the announcement of the EO , without having seen the full text. While I am heartened to hear that the Executive Order on AI uses the Defense Production Act to compel disclosure of various data from the development of large AI models, these disclosures do not go far enough. The EO seems to be requiring only data on the procedures and results of “Red Teaming” (i.e. adversarial testing to determine a model’s flaws and weak points), and not a wider range of inf

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The Future of the Automotive Industry Might be Talking Cars

Towards AI

Last Updated on October 31, 2023 by Editorial Team Author(s): Ignacio de Gregorio Originally published on Towards AI. Is Wayve’s Lingo-1 paving the way? In the near future, you might be able to speak with your car. Huh? Allow me to explain. One of the coolest, if not the coolest, applications of AI is autonomous driving. Until last year, autonomous driving systems were considered the most advanced AI models in the world.

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Silicon Volley: Designers Tap Generative AI for a Chip Assist

NVIDIA

A research paper released today describes ways generative AI can assist one of the most complex engineering efforts: designing semiconductors. The work demonstrates how companies in highly specialized fields can train large language models ( LLMs ) on their internal data to build assistants that increase productivity. Few pursuits are as challenging as semiconductor design.

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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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Google's AI can now solve word problems you paste into the search bar

Flipboard

• Google's new features in Search and Lens make it easier for users to visualize STEM concepts and solve complex equations.

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Table of Content

Towards AI

Last Updated on October 31, 2023 by Editorial Team Author(s): Lye Jia Jun Originally published on Towards AI. A Comprehensive Guide to Stakeholder Analysis in AI Governance (Part 1) Identification of Key Stakeholders in AI Governance In the previous edition of The AI Governance Journal, we covered the 12 Core Principles of AI Governance. These principles serve as a compass to guide us through ethical dilemmas.

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ChatGPT Plus gets big upgrade that makes it more powerful and easier to use

Flipboard

Thanks to a fresh new beta, ChatGPT Plus users are able to automatically switch modes and upload files to help the chatbot generate even better content.

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Gameplay Reimagined: The AI Revolution

Towards AI

Last Updated on October 31, 2023 by Editorial Team Author(s): Anand Taralika Originally published on Towards AI. A Deep Dive into the Fusion of Generative AI and Game Development A retro game environment on the left transitioning through a luminous neural network bridge to a surreal dystopian future game scene crafted by Generative AI on the right (Image by Author using DALL·E 3) Introduction A Personal Prelude to the AI-Gaming Fusion Embarking on a journey through the riveting fusion of Generat

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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 Effective are Self-Explanations from Large Language Models like ChatGPT in Sentiment Analysis? A Deep Dive into Performance, Cost, and Interpretability

Marktechpost

Language models like GPT-3 are designed to be neutral and generate text based on the patterns they’ve learned in the data. They don’t have inherent sentiments or emotions. If the data used for training contains biases, these biases can be reflected in the model’s outputs. However, their output can be interpreted as positive, negative, or neutral based on the context and input they receive.

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Idea

Towards AI

Last Updated on October 31, 2023 by Editorial Team Author(s): Argo Saakyan Originally published on Towards AI. Two-Headed Classifier Use Case Photo by Vincent van Zalinge on Unsplash Let’s talk about some real world cases of computer vision tasks. In the first glance, the classification problem is as simple as it gets, and that’s kind of true. But in the real world you often have a lot of constraints like: model’s speed, size, ability to run on mobile.

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Big Book of MLOps Updated for Generative AI

databricks

Last year, we published the Big Book of MLOps, outlining guiding principles, design considerations, and reference architectures for Machine Learning Operations (MLOps). Since.