Part 4/8:

ChatGPT functions on the principle of Large Language Models (LLMs), which are advanced AI systems trained on vast datasets usually sourced from the internet. These models process prompts using sophisticated algorithms to generate human-like text responses.

As the appetite for even more sophisticated models grows, companies are struggling to keep up with the demand for high-quality data. With limited human-curated datasets available, the challenge lies in acquiring expert-level content essential for training future iterations of AI.

The Role of Synthetic Data

Some companies are exploring the use of synthetic data—content generated by AI itself—to train new AI models. While this experimental approach holds promise, it is still being tested, and long-term reliability remains uncertain.