Demystifying GPT and GPT-3: How they can support innovators to develop new digital accessibility solutions and assistive technologies?

Abstract

GPT (Generative Pre-trained Transformer) is a neural network-based language model developed by OpenAI that has demonstrated impressive capabilities in generating human-like text and performing a wide range of natural language processing (NLP) tasks. GPT-3, the latest version of the model, is currently the largest and most advanced language model available, with 175 billion parameters. GPT and GPT-3 have the potential to support the development of digital accessibility solutions and assistive technologies, including text-to-speech synthesis, language translation, text summarization, and intelligent virtual assistants. In addition to its capabilities as a language model, GPT-3 has also been used as a tool for generating synthetic data and training other machine learning models. Some possible future directions for GPT include increased scale and performance, greater flexibility and adaptability, improved capabilities for unsupervised learning, and integration into more applications and industries.