Abstract
This study investigates the discourse surrounding ChatGPT-4 and its impact on entrepreneurship following its release. It analyses posts from a diverse group of professionals and entrepreneurs across various entrepreneurial domains to uncover the underlying topics driving these discussions and to assess user sentiments toward ChatGPT-4. Leveraging Bidirectional Encoder Representations from Transformers (BERT)—Latent Dirichlet Allocation (LDA) algorithms, the study scrutinizes 1,713 LinkedIn posts to identify and categorize five key topics that emerged. These topics underscore ChatGPT-4's role as an innovative tool enhancing communication, intelligence, and decision-making in entrepreneurial contexts. The sentiment analysis reveals a predominantly positive reception among professionals, indicating strong interest in ChatGPT-4 for its potential to significantly impact entrepreneurship positively. This sentiment aligns with a growing enthusiasm for adopting advanced AI technologies in entrepreneurial endeavors. The study's findings not only provide insights from a diverse range of professional perspectives but also underscore the critical relevance of ChatGPT-4 in fostering entrepreneurial ventures. By examining LinkedIn discussions, this research contributes valuable insights for entrepreneurs seeking to utilize ChatGPT-4 to drive innovation and achieve growth in their ventures.
| Original language | English |
|---|---|
| Title of host publication | Leveraging AI for Freelancing |
| Subtitle of host publication | Current and Future Prospects |
| Publisher | Taylor and Francis |
| Pages | 209-226 |
| Number of pages | 18 |
| ISBN (Electronic) | 9781040332504 |
| ISBN (Print) | 9781032830155 |
| DOIs | |
| Publication status | Published - 1 Jan 2025 |
| Externally published | Yes |