EXCLUSIVE: Roundhill Investments Launches Generative AI ETF In Wake Of ChatGPT Growth Here Are The Key Holdings

Even perfect security systems with thousands of known threat detection rules are not future proof and the adversaries continue to work on new methods of attacks and will inevitably outsmart these security systems. A generative AI system is constructed by applying unsupervised or self-supervised machine learning to a data set. The capabilities of a generative AI system depend on the modality or type of the data set used. Corporations have complex business processes designed to create products, serve customers and comply with industry regulations. Applications of AI have the power to automate repetitive tasks, reduce manual input and boost productivity.

Now the typical use case is the intelligent upscaling of low resolution images to high resolution images using complex AI image generation techniques. Based on text, voice analysis, image analysis, web activity and other data, the algorithms decide what the opinion is of the person towards the products and quality of services. Artificial intelligence (AI) usually means machine learning (ML) and other related technologies used for business. Generative Adversarial Networks modeling (GANs) is a semi-supervised learning framework.

Under normal circumstances, the fund will invest at least 80% of its net assets, plus borrowings for investment purposes, in equity securities of AI and Technology Companies. Generative AI is a new buzzword that emerged with the fast growth of ChatGPT. Generative AI leverages AI and machine learning Yakov Livshits algorithms to enable machines to generate artificial content such as text, images, audio and video content based on its training data. As you can see above most Big Tech firms are either building their own generative AI solutions or investing in companies building large language models.

Techopedia Terms

Corporations have recognized that keeping an existing customer is much cheaper and more effective than finding a new one. AI can help companies tighten the bond with their clients by analyzing vast amounts of data and generating personalized responses in real time. Businesses can also run special promotions that target subsets interested in specific parts of their product lines. Generative AI is a broad label that’s used to describe any type of artificial intelligence (AI) that can be used to create new text, images, video, audio, code or synthetic data. There’s a lot your business can benefit from with the current AI technology.

• To learn more about the company, please visit roundhillinvestments.com.
• Why investors may want to stick with what’s working in the market.
• Generative AI (GenAI) is a type of Artificial Intelligence that can create a wide variety of data, such as images, videos, audio, text, and 3D models.

Meanwhile, Goldman Sachs research suggests artificial intelligence could drive $7 trillion in global economic growth over the next seven years as a result of accelerated productivity growth. Generative AI can produce outputs that are difficult to trace back to the responsible parties, which in turn, can make it challenging to hold individuals or organizations accountable Yakov Livshits for fake news or deepfake videos generated by AI. There is news, almost every month, about a new scandal related to fake images, fake news, or fake videos whose intention is to fool people into believing fake stories and making wrong decisions, including voting decisions. Or, at least to humiliate famous people with fake nudes, putting false words in their mouths, etc.

Video and speech Generation

Ecrette Music – uses AI to create royalty free music for both personal and commercial projects. AIVA – uses AI algorithms to compose original music in various genres and styles. Once a generative AI algorithm has been trained, it can produce new outputs that are similar to the data it was trained on. Because generative AI requires more processing power than discriminative AI, it can be more expensive to implement. Our goal is to provide you with everything you need to explore and understand generative AI, from comprehensive online courses to weekly newsletters that keep you up to date with the latest developments. Explore the concept of NoOps, discover whether it will substitute DevOps, and find out how it is currently shaping the future of software development.

Roundhill Investments has launched what it’s calling the first ever U.S. exchange-traded fund (ETF) explicitly focused on generative AI, a technology that analysts say has the potential to reshape entire industries. Roundhill believes that generative artificial intelligence will be one of the most impactful technological innovations of the coming decades, driving productivity growth across the global economy. The traditional way this would work is that a human writer would take a look at all of that raw data, take notes and write a narrative. With generative AI, learning algorithms can review the raw data programmatically and create a narrative that appears to have been written by a human. GPT-3 Playground – allows end users to interact with OpenAI’s GPT-3 language model and generate text based on prompts the end user provides.

People & Culture

Yakov Livshits
Founder of the DevEducation project
A prolific businessman and investor, and the founder of several large companies in Israel, the USA and the UAE, Yakov’s corporation comprises over 2,000 employees all over the world. He graduated from the University of Oxford in the UK and Technion in Israel, before moving on to study complex systems science at NECSI in the USA. Yakov has a Masters in Software Development.

However, by that logic, since the underlying song was written by a human, “Heart on My Sleeve” would appear to be eligible. When generative AI is used as a productivity tool to enhance human creativity, it can be categorized as a type of augmented artificial intelligence. Another website has  more than two million photos, royalty free, of people who never existed but look like real people.

The launch of the CHAT ETF signals that generative AI has reached an inflection point — growing rapidly enough to warrant its own investment vehicle, but still poised for faster adoption and growth in the coming years. With the potential to transform creative fields, business processes and more, generative AI may be entering Yakov Livshits a milestone phase that could shape our economies and societies for decades. Presumably, if Drake, the Weeknd and Universal were to sign off on permission to use AI-generated versions of the voices — which would probably be a precedent-setting decision — the song could be commercially released and thus become eligible.

He believes that GAI, in terms of its influence on productivity growth and profitability, is just at the beginning of its journey and positions it as a generational investment theme. Roundhill Investments is a registered investment adviser focused on offering innovative financial products designed to offer exposure to investment themes that appeal to the next generation of investors. To learn more about the company, please visit roundhillinvestments.com. Our proprietary research assigns a total addressable market of ~$120 billion to enterprise generative AI software.

Our data science team is excited about bringing the latest in machine learning to our customers to help them with real life business problems. With the improvements of AI generative technologies it’s become a serious problem. Static 2D images are the easiest to fake, but today we face the new threat of fake videos. Generative AI is the technology to create new content by utilizing existing text, audio files, or images. With generative AI, computers detect the underlying pattern related to the input and produce similar content.

The generator’s job is to create new outputs that resemble training data. The discriminator’s job is to evaluate the generated data and provide feedback to the generator to improve its output. The Fund will invest substantially in companies in the information technology sector, and therefore the performance of the Fund could be negatively impacted by events affecting this sector. Market or economic factors impacting technology companies and companies that rely heavily on technological advances could have a significant effect on the value of the Fund’s investments.

It was removed from streaming services after legal action by Universal Music Group, the company that releases Drake and the Weekend’s music. This has led to a more general debate about responsible AI and whether restrictions should be put in place to prevent data scientists from scraping the internet to get the large data sets required to train their generative models. Some people are concerned about the ethics of using generative AI technologies, especially those technologies that simulate human creativity. Today’s generative AI can create content that seems to be written by humans and pass the Turing test established by notable mathematician and cryptographer Alan Turing.

Generative AI systems can be trained on sequences of amino acids or molecular representations such as SMILES representing DNA or proteins. These systems, such as AlphaFold, are used for protein structure prediction and drug discovery.[36] Datasets include various biological datasets. AI algorithms can identify behavior patterns after viewing historical data. For instance, providing contact center agents with an understanding of a client’s history would streamline problem resolution, boost productivity and increase customer satisfaction. Roundhill Generative AI & Technology ETF’s stock was trading at $25.91 on January 1st, 2023. Since then, CHAT stock has increased by 6.4% and is now trading at $27.57.