Business (mis)Use Cases of Generative AI

03/02/2020
by   Stephanie Houde, et al.
0

Generative AI is a class of machine learning technology that learns to generate new data from training data. While deep fakes and media-and art-related generative AI breakthroughs have recently caught people's attention and imagination, the overall area is in its infancy for business use. Further, little is known about generative AI's potential for malicious misuse at large scale. Using co-creation design fictions with AI engineers, we explore the plausibility and severity of business misuse cases.

READ FULL TEXT
research
09/13/2023

Generative AI

The term "generative AI" refers to computational techniques that are cap...
research
05/30/2023

Seeing Seeds Beyond Weeds: Green Teaming Generative AI for Beneficial Uses

Large generative AI models (GMs) like GPT and DALL-E are trained to gene...
research
01/21/2020

AI Trust in business processes: The need for process-aware explanations

Business processes underpin a large number of enterprise operations incl...
research
05/05/2023

CHAI-DT: A Framework for Prompting Conversational Generative AI Agents to Actively Participate in Co-Creation

This paper explores the potential for utilizing generative AI models in ...
research
06/02/2023

DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection

The tremendous recent advances in generative artificial intelligence tec...
research
05/04/2023

Should ChatGPT and Bard Share Revenue with Their Data Providers? A New Business Model for the AI Era

With various AI tools such as ChatGPT becoming increasingly popular, we ...
research
04/26/2023

Unlocking the Potential of Collaborative AI – On the Socio-technical Challenges of Federated Machine Learning

The disruptive potential of AI systems roots in the emergence of big dat...

Please sign up or login with your details

Forgot password? Click here to reset