August, 2023

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Building A Model From Scratch to Generate Text From Prompts

Analytics Vidhya

Introduction In the swiftly evolving Generative AI landscape, a new era has arrived. This transformative shift brings unprecedented advancements to AI applications, with Chatbots at the forefront. These AI-powered conversational agents simulate human-like interactions, reshaping communication for businesses and individuals. The term “Gen AI Era” emphasizes advanced AI’s role in shaping the future. “Unlocked potential” […] The post Building A Model From Scratch

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Google Releases “Gemini” and Array of Other AI Tools

Unite.AI

Google has pulled out all the stops in its latest announcement at the Google Next conference in San Francisco, revealing a wide array of new AI technologies and partnerships. Seemingly designed to directly counter the recent advancements by OpenAI and Microsoft, Google's flurry of innovations signals its aggressive repositioning in the AI landscape.

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Baidu deploys its ERNIE Bot generative AI to the public

AI News

Chinese tech giant Baidu has announced that its generative AI product ERNIE Bot is now open to the public through various app stores and its website. ERNIE Bot can generate text, images, and videos based on natural language inputs. It is powered by ERNIE (Enhanced Representation through Knowledge Integration), a powerful deep learning model. The first version of ERNIE was introduced and open-sourced in 2019 by researchers at Tsinghua University to demonstrate the natural language understanding c

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IBM watsonx Assistant transforms content into conversational answers with generative AI

IBM Journey to AI blog

Watsonx Assistant now offers conversational search, generating conversational answers grounded in enterprise-specific content to respond to customer and employee questions. Conversational search uses generative AI to free up human authors from writing and updating answers manually; this accelerates time to value and decreases the total cost of ownership of virtual assistants.

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Usage-Based Monetization Musts: A Roadmap for Sustainable Revenue Growth

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

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The Top Free Speech-to-Text APIs, AI Models, and Open Source Engines

AssemblyAI

Choosing the best Speech-to-Text API , AI model, or open source engine to build with can be challenging. You’ll need to compare accuracy, model design, features, support options, documentation, security, and more. But what if you have a small project to complete? Or simply want to play around with an API or AI model or test an API before committing to building with one?

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Basic Tenets of Prompt Engineering in Generative AI

Analytics Vidhya

Introduction In this article, we shall discuss ChatGPT Prompt Engineering in Generative AI. ChatGPT has been one of the most discussed topics among tech and not-so-techies since November 2022. It is a type of intelligent conversation that marks the dawn of an era of intelligent conversation. One can ask almost anything ranging from science, arts, […] The post Basic Tenets of Prompt Engineering in Generative AI appeared first on Analytics Vidhya.

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OpenAI’s ChatGPT Enterprise Focuses on Security, Scalability, and Customization

Unite.AI

OpenAI's ChatGPT has been making waves in the business world, and the recent launch of ChatGPT Enterprise stands as a testimony to its rising prominence. Boasting of enhanced features like enterprise-grade security, unlimited GPT-4 access, longer context windows, and a slew of customization options, ChatGPT Enterprise promises to be an all-in-one AI assistant for modern businesses.

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Identifying AI-generated images with SynthID

DeepMind

Today, in partnership with Google Cloud, we’re beta launching SynthID, a new tool for watermarking and identifying AI-generated images. It’s being released to a limited number of Vertex AI customers using Imagen, one of our latest text-to-image models that uses input text to create photorealistic images. This technology embeds a digital watermark directly into the pixels of an image, making it imperceptible to the human eye, but detectable for identification.

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Teaching with AI

OpenAI

We’re releasing a guide for teachers using ChatGPT in their classroom—including suggested prompts, an explanation of how ChatGPT works and its limitations, the efficacy of AI detectors, and bias.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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ChatGPT Enterprise — To Go Where No LLM Has Gone Before

Towards AI

Last Updated on September 1, 2023 by Editorial Team Author(s): Cezary Gesikowski Originally published on Towards AI. OpenAI launches a business-oriented version of ChatGPT-4 This member-only story is on us. Upgrade to access all of Medium. image: Photo by Razvan Chisu on Unsplash | edited in PS Beta by the author OpenAI has just announced the launch of ChatGPT Enterprise.

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Visual artists fight back against AI companies for repurposing their work

Flipboard

NEW YORK (AP) — Kelly McKernan’s acrylic and watercolor paintings are bold and vibrant, often featuring feminine figures rendered in bright greens, blues, pinks and purples. The style, in the artist’s words, is “surreal, ethereal … dealing with discomfort in the human journey.

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Generative AI’s Shift From GPT-3.5 to GPT-4 Journey

Analytics Vidhya

Introduction The transition from GPT-3.5 to GPT-4 in the generative artificial intelligence (AI) realm marks a transformative leap in language generation and comprehension. GPT-4, short for “Generative Pre-trained Transformer 4,” is the culmination of iterative advancements, harnessing improved architecture and training methods. While GPT-3.5 showcased impressive prowess in comprehending context and producing coherent text, GPT-4 […] The post Generative AI’s Shift From GP

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Automation Complacency: How to Put Humans Back in the Loop

Unite.AI

In a dramatic turn of events, Robotaxis, self-driving vehicles that pick up fares with no human operator, were recently unleashed in San Francisco. After a contentious 7-hour public hearing , the decision was driven home by the California Public Utilities commission. Despite protests, there’s a sense of inevitability in the air. California has been gradually loosening restrictions since early 2022.

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From Diagnosis to Delivery: How AI is Revolutionizing the Patient Experience

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

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Automatically generate impressions from findings in radiology reports using generative AI on AWS

AWS Machine Learning Blog

Radiology reports are comprehensive, lengthy documents that describe and interpret the results of a radiological imaging examination. In a typical workflow, the radiologist supervises, reads, and interprets the images, and then concisely summarizes the key findings. The summarization (or impression ) is the most important part of the report because it helps clinicians and patients focus on the critical contents of the report that contain information for clinical decision-making.

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Meet Five Generative AI Innovators in Africa and the Middle East

NVIDIA

Entrepreneurs are cultivating generative AI from the west coast of Africa to the eastern edge of the Arabian Desert. Gen AI is the latest of the big plans Kofi Genfi and Nii Osae have been hatching since they met 15 years ago in high school in Accra, Ghana’s capital that sits on the Gulf of Guinea. “We watched this latest wave of AI coming for the last few years,” said Osae, a software engineer who discovered his passion for machine learning in college.

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Unveiling AI Hallucinations: Decoding the Dark Side of AI Models

Towards AI

Last Updated on September 1, 2023 by Editorial Team Author(s): Louis Bouchard Originally published on Towards AI. An introduction to explainable AI 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! Powerful artificial intelligence models like DALLE or ChatGPT are super useful and fun to use.

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How to Prepare for a GenAI Future You Can’t Predict

Flipboard

Given the staggering pace of generative AI development, it’s no wonder that so many executives are tempted by the possibilities of AI, concerned about finding and retaining qualified workers, and humbled by recent market corrections or missed analyst expectations. They envision a future of work without nearly as many people as today. But this is a miscalculation.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Google Watermarks AI-Generated Images to Shield Against Deepfakes

Analytics Vidhya

In a significant stride towards combating the surge of misleading content, Google has introduced an innovative solution that brings a new layer of defense against the onslaught of deepfakes. This pioneering endeavor employs invisible watermarks, like secret shields, on images created using AI technology. The watermarking tool, named “SynthID,” is a product of the innovative […] The post Google Watermarks AI-Generated Images to Shield Against Deepfakes appeared first on Analytic

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Tanguy Chau, Co-Founder & CEO of Paxton AI – Interview Series

Unite.AI

Tanguy Chau, is the Co-Founder & CEO of Paxton AI , a platform that uses Generative AI to lighten the load of legal research and drafting, allowing legal teams to accomplish more with higher accuracy, in less time. You’ve invested in multiple AI startups in the past, what differentiates successful startups from average companies? In my experience, the most significant differentiators for successful AI startups are a clear and pressing problem they aim to address, a technically sound solution

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Deploy self-service question answering with the QnABot on AWS solution powered by Amazon Lex with Amazon Kendra and large language models

AWS Machine Learning Blog

Powered by Amazon Lex , the QnABot on AWS solution is an open-source, multi-channel, multi-language conversational chatbot. QnABot allows you to quickly deploy self-service conversational AI into your contact center, websites, and social media channels, reducing costs, shortening hold times, and improving customer experience and brand sentiment. Customers now want to apply the power of large language models (LLMs) to further improve the customer experience with generative AI capabilities.

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AI Lands at Bengaluru Airport With IoT Company’s Intelligent Video Analytics Platform

NVIDIA

Each year, nearly 32 million people travel through the Bengaluru Airport, or BLR, one of the busiest airports in the world’s most populous nation. To provide such multitudes with a safer, quicker experience, the airport in the city formerly known as Bangalore is tapping vision AI technologies powered by Industry.AI. A member of the NVIDIA Metropolis vision AI partner ecosystem, Industry.AI has deployed its vision AI platform across BLR’s newest terminal, T2, known as the Garden Terminal for its

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The Tumultuous IT Landscape Is Making Hiring More Difficult

After a year of sporadic hiring and uncertain investment areas, tech leaders are scrambling to figure out what’s next. This whitepaper reveals how tech leaders are hiring and investing for the future. Download today to learn more!

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Implement Gradient Descent with Linear Regression Model

Towards AI

Last Updated on September 1, 2023 by Editorial Team Author(s): Flo Originally published on Towards AI. Predicting salary based on years of experience Top highlight This member-only story is on us. Upgrade to access all of Medium. Image by Flo This article illustrates how to build in less than 5 minutes a simple linear regression model with gradient descent.

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A new AI-generated map of the world’s trees and renewable energy projects could help fight climate change

Flipboard

A view showing the parts of the world covered by SATLAS using images from Sentinel-2 satellites. | Image: Allen Institute for AI A first-of-its-kind map of renewable energy projects and tree coverage around the world launched today, and it uses generative AI to essentially sharpen images taken from space. It’s all part of a new tool called Satlas from the Allen Institute for AI, founded by Microsoft co-founder Paul Allen.

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Top 12 AI Music Generators in 2023

Analytics Vidhya

AI Music Generation is the process of using artificial intelligence techniques to generate music. AI algorithms can autonomously generate new track pieces by examining patterns, structures, and styles from existing music. This technology can potentially revolutionize how music is composed, produced, and enjoyed. AI music technology is a rapidly advancing field with numerous structures and […] The post Top 12 AI Music Generators in 2023 appeared first on Analytics Vidhya.

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TinyML: Applications, Limitations, and It’s Use in IoT & Edge Devices

Unite.AI

In the past few years, Artificial Intelligence (AI) and Machine Learning (ML) have witnessed a meteoric rise in popularity and applications, not only in the industry but also in academia. However, today's ML and AI models have one major limitation: they require an immense amount of computing and processing power to achieve the desired results and accuracy.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

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Activating Data from the Lakehouse: Databricks Ventures Invests in Hightouch

databricks

It’s no secret that modern organizations are doubling down on their investments in data - investments that uncover deep customer insights that provide a.

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Nissan Begins Repurposing Leaf Car Batteries as Portable Power Stations

Extreme Tech

Reusing the cells instead of recycling them is a better use of expensive raw materials, according to Nissan.

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‘Chat With Company Documents’ Using Azure OpenAI

Towards AI

Last Updated on September 1, 2023 by Editorial Team Author(s): Stephen Bonifacio Originally published on Towards AI. Large Language Models (LLMs) like ChatGPT store a vast repository of knowledge within their billions of parameters as they are trained on massive amounts of text from the internet. However, their knowledge is only as good as the text data they were trained on.

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