luminate
Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation
Suh, Sangho, Chen, Meng, Min, Bryan, Li, Toby Jia-Jun, Xia, Haijun
Thanks to their generative capabilities, large language models (LLMs) have become an invaluable tool for creative processes. These models have the capacity to produce hundreds and thousands of visual and textual outputs, offering abundant inspiration for creative endeavors. But are we harnessing their full potential? We argue that current interaction paradigms fall short, guiding users towards rapid convergence on a limited set of ideas, rather than empowering them to explore the vast latent design space in generative models. To address this limitation, we propose a framework that facilitates the structured generation of design space in which users can seamlessly explore, evaluate, and synthesize a multitude of responses. We demonstrate the feasibility and usefulness of this framework through the design and development of an interactive system, Luminate, and a user study with 8 professional writers. Our work advances how we interact with LLMs for creative tasks, introducing a way to harness the creative potential of LLMs.
Why Tech Billionaires Are Spending To Restrain Artificial Intelligence
Not all tech billionaires are advocates of artificial intelligence (AI). Some are so worried about the effects AI is having on society that they are spending their billions trying to monitor it. This, in turn, has created a new frontier in philanthropy. For Pierre Omidyar, the founder of eBay, AI is such a concern that last year he set up Luminate, a London-based organization that advocates for civic empowerment, data and digital rights, financial transparency, and independent media. Pierre Omidyar, the founder of eBay, has supported monitoring artificial intelligence.
Why Universities And Billionaires Are Uniting To Keep AI In Check
Tuesday's announcement that Stephen Schwarzman, a US private equity billionaire, donated ยฃ150 million ($189 million) to Oxford University is the latest in a growing philanthropic movement to keep artificial intelligence (AI) in check. The Stephen A Schwarzman Centre for the Humanities will incorporate a library, a concert hall, an auditorium and, most importantly, an Institute for Ethics in Artificial Intelligence. "Technology can't be allowed to just do whatever it wants because it can," the CEO of Blackstone said in response to his donation. But he is not the only one concerned. Pierre Omidyar, the founder of eBay, set up Luminate last year to advocate for civic empowerment, data and digital rights, financial transparency, and independent media.
Why Tech Billionaires Are Spending To Restrain Artificial Intelligence
Not all tech billionaires are advocates of artificial intelligence (AI). Some are so worried about the effects AI is having on society that they are spending their billions trying to monitor it. This, in turn, has created a new frontier in philanthropy. For Pierre Omidyar, the founder of eBay, AI is such a concern that last year he set up Luminate, a London-based organization that advocates for civic empowerment, data and digital rights, financial transparency, and independent media. Pierre Omidyar, the founder of eBay, has supported monitoring artificial intelligence.
Top 3 Ways Machine Learning Will Create Jobs 7wData
This new technology will only expand the possibilities of what entrepreneurs can do. I remember watching the iconic movie Back to the Future as a kid, marvelling over what kinds of innovations the future would bring. Would hover boards replace skateboards? Only time would tell, and technology would transform the way we live, work and play. To jump into the machine economy, as I previously noted, remaining agile is of the utmost concern for every company; 78 percent of businesses believe digital startups will pose a threat to their organization either now or in the future, and nearly half of global companies say they don't know what their industry will look like in three years.