Credit: DALL-E 2 “The contemplation in natural science of a wider domain than the actual leads to a far better understanding of the actual.” — Sir Arthur Eddington In Part 1 of this series, I said “I will refrain from saying that Generative Artificial Intelligence (AI) is the basis for a third school of epistemology”, but recently, I read about the challenges in … [Read more...] about Part 2. Generative AI: It Could Redefine “The Theory of Knowledge”
Content Generation
Part 1. Generative AI: Every Problem is an Information Problem
Image from https://beta.dreamstudio.ai/dream “But the overall pattern is clear: in case after case, when a model can be created and tested, it tends to perform as well as, or better than, human experts making similar decisions. Too often, we continue to rely on human judgment when machines can do better.” — Andrew McAfee, Erik Brynjolfsson [1] The writer David Foster … [Read more...] about Part 1. Generative AI: Every Problem is an Information Problem
New Ways To Leverage AI Image Synthesis For Marketing & Advertising Content
This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation: AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: Text After Generative Adversarial Networks (GANs) were introduced by Ian Goodfellow in 2014, a … [Read more...] about New Ways To Leverage AI Image Synthesis For Marketing & Advertising Content
Novel AI Methods For Video Generation for Marketing & Advertising
This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation: AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: Text AI algorithms can significantly increase the efficiency of the original content generation … [Read more...] about Novel AI Methods For Video Generation for Marketing & Advertising
AI Approaches For Text Generation In Marketing & Advertising Use Cases
This research summary is part of our AI for Marketing series which covers the latest AI & machine learning approaches to 5 aspects of marketing automation: AttributionOptimizationPersonalizationAnalyticsContent Generation: ImagesContent Generation: VideosContent Generation: Text Can AI help you write high converting copy for your advertising and marketing … [Read more...] about AI Approaches For Text Generation In Marketing & Advertising Use Cases
Generating Synthetic Sequential Data Using GANs
Sequential data — data that has time dependency — is very common in business, ranging from credit card transactions to medical healthcare records to stock market prices. But privacy regulations limit and dramatically slow-down access to useful data, essential to research and development. This creates a demand for highly representative, yet fully private, synthetic sequential … [Read more...] about Generating Synthetic Sequential Data Using GANs
8 AI Companies Generating Creative Advertising Content
AI Models Generated by Rosebud AI After the introduction of Generative Adversarial Networks (GANs) in 2014, a whole new era for AI image synthesis began. The latest GAN architectures can generate high-resolution, realistic, and colorful images that are almost impossible to distinguish from the real photographs. So, why spend time on exhausting and expensive photoshoots and … [Read more...] about 8 AI Companies Generating Creative Advertising Content
Generating New Faces With Variational Autoencoders
Introduction Deep generative models are gaining tremendous popularity, both in the industry as well as academic research. The idea of a computer program generating new human faces or new animals can be quite exciting. Deep generative models take a slightly different approach compared to supervised learning which we shall discuss very soon. This tutorial covers the basics … [Read more...] about Generating New Faces With Variational Autoencoders
4 Cutting-Edge AI Techniques for Video Generation
It is no secret that algorithms today can generate very realistic deepfakes - images or videos that are totally fake but very hard to distinguish from the real ones. You can make Mark Zuckerberg talking about “one man with total control of billions of people stolen data” and the suspicion will come only because Mark is not likely to say these exact words while the video … [Read more...] about 4 Cutting-Edge AI Techniques for Video Generation
OpenAI’s GPT-2: Results, Hype, and Controversies
The nonprofit AI research company, OpenAI, recently released a new language model, called GPT-2, which is capable of generating realistic texts in a wide range of styles. In fact, the company stated that the model is so good at automatic text generation that it can be used for nefarious purposes; therefore, it did not publicize the trained model. The dangerous-to-release … [Read more...] about OpenAI’s GPT-2: Results, Hype, and Controversies