This paper examines the productivity effects of a generative artificial intelligence technology—the assistive chatbot ChatGPT—in the context of mid-level professional writing tasks
Acknowledging the growing importance of generative AI in research and practical applications, including its use to solve international development challenges, this report provides a comprehensive overview of generative AI, introduces the basics, explains its development over time, and examines its types and applications.
UNESCO’s first global guidance on GenAI in education aims to support countries to implement immediate actions, plan long-term policies and develop human capacity to ensure a human-centred vision of these new technologies.
Which jobs will be in demand? Which ones are shrinking? And which ones could be hardest to fill? This McKinsey Global Institute report explores these questions.
Researchers studied the staggered introduction of a generative AI-based conversational assistant using data from 5,000 customer support agents. Access to the tool increases productivity, as measured by issues resolved per hour, by 14 percent on average, with the greatest impact on novice and low-skilled workers, and minimal impact on experienced and highly skilled workers.
This study assesses the potential global exposure of occupations to Generative AI, particularly GPT-4. Insights from this study underline the need for proactive policies that focus on job quality, ensure fair transitions, and that are based on dialogue and adequate regulation.
This report assesses the economic impact of this new era of AI. It suggests that generative AI is poised to transform roles and boost performance across functions such as sales and marketing, customer operations, and software development.
This paper investigates the potential implications of large language models (LLMs), such as Generative Pretrained Transformers (GPTs), on the U.S. labor market, focusing on the increased capabilities arising from LLM-powered software compared to LLMs on their own.
This report is designed to help both professionals and business leaders understand what’s happening with AI and work. It covers three main areas: the intersection of AI and the world of work, the state of play of Generative AI (GAI) in the workforce, and LinkedIn’s role in helping navigate an AI-driven world.
Using LinkedIn’s Economic Graph, a unique digital representation of the global labor economy spanning over 950 million professionals, this report identifies the skills that stand to be affected and those that will likely complement new generative AI technologies.
