3 papers
cs.HC2024
The Implications of Open Generative Models in Human-Centered Data Science Work: A Case Study with Fact-Checking Organizations
Robert Wolfe, Tanushree Mitra
Calls to use open generative language models in academic research have highlighted the need for reproducibility and transparency in scientific research. However, the impact of gene…
cs.LG2024
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings
Robert Wolfe, Isaac Slaughter, Bin Han +8
The rapid proliferation of generative AI has raised questions about the competitiveness of lower-parameter, locally tunable, open-weight models relative to high-parameter, API-guar…
cs.HC2024
The Impact and Opportunities of Generative AI in Fact-Checking
Robert Wolfe, Tanushree Mitra
Generative AI appears poised to transform white collar professions, with more than 90% of Fortune 500 companies using OpenAI's flagship GPT models, which have been characterized as…