Experimental evidence on the productivity effects of generative artificial intelligence
We examined the productivity effects of a generative artificial intelligence (AI) technology,
the assistive chatbot ChatGPT, in the context of midlevel professional writing tasks. In a …
the assistive chatbot ChatGPT, in the context of midlevel professional writing tasks. In a …
The programmer's assistant: Conversational interaction with a large language model for software development
Large language models (LLMs) have recently been applied in software engineering to
perform tasks such as translating code between programming languages, generating code …
perform tasks such as translating code between programming languages, generating code …
Toward general design principles for generative AI applications
Generative AI technologies are growing in power, utility, and use. As generative
technologies are being incorporated into mainstream applications, there is a need for …
technologies are being incorporated into mainstream applications, there is a need for …
Deep learning-aided decision support for diagnosis of skin disease across skin tones
Although advances in deep learning systems for image-based medical diagnosis
demonstrate their potential to augment clinical decision-making, the effectiveness of …
demonstrate their potential to augment clinical decision-making, the effectiveness of …
When combinations of humans and AI are useful: A systematic review and meta-analysis
Inspired by the increasing use of artificial intelligence (AI) to augment humans, researchers
have studied human–AI systems involving different tasks, systems and populations. Despite …
have studied human–AI systems involving different tasks, systems and populations. Despite …
Human-AI co-creation: evaluating the impact of large-scale text-to-image generative models on the creative process
Large-scale Text-to-image Generative Models (LTGMs) are a cutting-edge class of Artificial
Intelligence (AI) algorithms specifically designed to generate images from natural language …
Intelligence (AI) algorithms specifically designed to generate images from natural language …
DesignAID: Using generative AI and semantic diversity for design inspiration
Designers often struggle to sufficiently explore large design spaces, which can lead to
design fixation and suboptimal outcomes. Here we introduce DesignAID, a generative AI …
design fixation and suboptimal outcomes. Here we introduce DesignAID, a generative AI …
Interaction design with multi-objective bayesian optimization
Interaction design typically involves challenging decision making that requires designers to
consider multiple parameters and careful tradeoffs between various objectives. This article …
consider multiple parameters and careful tradeoffs between various objectives. This article …
The Effects of Generative AI on High Skilled Work: Evidence from Three Field Experiments with Software Developers
This study evaluates the impact of generative AI on software developer productivity by
analyzing data from three randomized controlled trials conducted at Microsoft, Accenture …
analyzing data from three randomized controlled trials conducted at Microsoft, Accenture …
Supermind Ideator: How Scaffolding Human-AI Collaboration Can Increase Creativity
Previous efforts to support creative problem-solving have included (a) techniques such as
brainstorming and design thinking to stimulate creative ideas, and (b) software tools to …
brainstorming and design thinking to stimulate creative ideas, and (b) software tools to …