What is generative AI? A Google expert explains

Quidgest is a global technology company headquartered in Lisbon and a pioneer in intelligent software modeling and generation. Through its unique generative AI platform, Genio develops complex, urgent and specific systems, ready to evolve continuously, flexible and scalable, for various technologies and platforms. Partners and large organizations such as governments, multinational companies, and global multilateral institutions use Quidgest’s solutions to achieve their digital strategies. Improvements in AI development platforms will help accelerate research and development of better generative AI capabilities for text, images, video, 3D content, pharmaceuticals, supply chains, logistics and business processes. As good as these new one-off tools are, the most significant impact of generative AI will be realized when these capabilities are embedded directly into better versions of today’s tools.

• For example, your request for a data-driven bar chart might be answered with alternative graphics the model suspects you could use.
• A prominent application of generative AI is the generation and translation of images.
• The readability of the summary, however, comes at the expense of a user being able to vet where the information comes from.
• Bad examples and disappointing results are nothing interesting to share about in the most popular publications.
• As good as these new one-off tools are, the most significant impact of generative AI will come from embedding these capabilities directly into versions of the tools we already use.

But hey, it essentially comes to the same thing i.e. smarter, slicker, smoother technology that can make our lives better. 31 percent said that their organizations have adopted AI in more than one business function, while 21 percent of respondents said their organizations have established policies on employees’ use of generative AI tech at work. Unfortunately, despite these and future efforts, fake videos and images seem to be an unavoidable price to pay for the benefits we are expected to get from generative AI in the near future. In other words, one network generates candidates and the second works as a discriminator. The role of a generator is to fool the discriminator into accepting that the output is genuine. One is generating (for instance images) while  the second is verifying the results, for instance if the images are natural and look true.

Generative AI techniques

Along those lines, we might entertain a definition of intelligence that is primarily about speed. All other things being equal, the more intelligent organism (or species or algorithm) solves the same problem in less time. What we see now in the field of AI is an acceleration of algorithms’ ability to solve an increasing number of problems, boosted by faster chips, parallel computation, and hundreds of millions in research funding.

It retains much of the information on the Web, in the same way, that a jpeg retains much of the information of a higher-resolution image, but, if you’re looking for an exact sequence of bits, you won’t find it; all you will ever get is an approximation. But, because the approximation is presented in the form of grammatical text, which ChatGPT excels at creating, it’s usually acceptable. […] It’s also a way to understand the “hallucinations”, or nonsensical answers to factual questions, to which large language models such as ChatGPT are all too prone. These hallucinations are compression artifacts, but […] they are plausible enough that identifying them requires comparing them against the originals, which in this case means either the Web or our knowledge of the world. Researchers from Runway Research, Stability AI and CompVis LMU released Stable Diffusion as open source code that can automatically generate image content from a text prompt. This technique is a new method of combining an auto-encoder to transform data into an intermediate format so Diffusion models can process it more efficiently.

Writing articles and stories

We’ve been putting market participants on notice that instances in which AI tools are effectively being designed to deceive people can place them on the hook for FTC action,” she stated. The company said this feature lets you “share anything you’d like ChatGPT to consider in its response.” For example, a teacher can say they are teaching fourth-grade genrative ai math or a developer can specify the code language they prefer when asking for suggestions. A person can also specify their family size, so the text-generating AI can give responses about meals, grocery and vacation planning accordingly. ChatGPT was recently super-charged by GPT-4, the latest language-writing model from OpenAI’s labs.

New use cases are being tested monthly, and new models are likely to be developed in the coming years. As generative AI becomes increasingly, and seamlessly, incorporated into business, society, and our personal lives, we can also expect a new regulatory climate to take shape. As organizations begin experimenting—and creating value—with these tools, leaders will do well to keep a finger on the pulse of regulation and risk.

Founder of the DevEducation project

For example, a person may sue a supplement company because the pills made them sick, and the FTC will launch an investigation on the back of that because there’s evidence the company lied about the side effects. OpenAI launched custom instructions for ChatGPT users, so they genrative ai don’t have to write the same instruction prompts to the chatbot every time they interact with it. Multiple generative AI apps have been removed from Apple’s China App Store ahead of the country’s latest generative AI regulations that are set to take effect August 15.

BCG and Google Cloud are excited about generative AI’s transformative capabilities, devoting significant resources to jointly help customers apply this breakthrough technology. The new wave of generative AI systems, such as ChatGPT, have the potential to transform entire industries. To be an industry leader in five years, you need a clear and compelling generative AI strategy today. Clients receive 24/7 access to proven management and technology research, expert advice, benchmarks, diagnostics and more. It’s also worth noting that generative AI capabilities will increasingly be built into the software products you likely use everyday, like Bing, Office 365, Microsoft 365 Copilot and Google Workspace.

What are Dall-E, ChatGPT and Bard?

The app is also integrated with Whisper, OpenAI’s open source speech recognition system, to allow for voice input. The new ChatGPT app will be free to use, free from ads and will allow for voice input, the company says, but will initially be limited to U.S. users at launch. Starting July 6, all existing OpenAI developers “with a history of successful payments” can access GPT-4.

The buzz around generative AI has intensified in the wake of ChatGPT, which grew to over 100 million users within two months of its launch. In the short term, work will focus on improving the user experience and workflows using generative AI tools. For example, business users could explore product marketing imagery using text descriptions. They could further refine these results using simple commands or suggestions. Below are some frequently asked questions people have about generative AI. Companies — including ours — have a responsibility to think through what these models will be good for and how to make sure this is an evolution rather than a disruption.

OpenAI has started geoblocking access to its generative AI chatbot, ChatGPT, in Italy. The company behind the popular iPhone customization app Brass, sticker maker StickerHub and others is out today with a new AI chat app called SuperChat, which allows iOS users to chat with virtual characters powered by OpenAI’s ChatGPT. However, what makes the app different from the default experience or the dozens of generic AI chat apps now available are the characters offered which you can use to engage with SuperChat’s AI features. “AI presents a whole set of opportunities, but also presents a whole set of risks,” Khan told the House representatives. “And I think we’ve already seen ways in which it could be used to turbocharge fraud and scams.