Evolution of large language models – purpose, value, and impact
The rise and development of LLMs stand as a testament to our relentless pursuit of more advanced algorithms. These giant computational linguistics models have come a long way from their initial incarnations, growing not only in size but also in capabilities. As we delve into the purpose, value, and impact of these formidable tools, it becomes clear that their evolution is closely intertwined with our aspiration to harness the true potential of machine-driven communication and cognition.
Purpose – why the push for bigger and better LLMs?
The rationale behind the development of LLMs revolves around the quest to bridge the gap between human and machine communication, where human language is to be fed into a machine for downstream processing. As the digital age began, the need for fluid, context-aware, and intelligent systems that could grasp human language with nuanced understanding became apparent. As...
