Beyond Tokens: The Promise and Pitfalls of Long-Context Language Models

Introduction Large Language Models (LLMs) have rapidly expanded their context lengths(the amount of text they can process in one prompt). Early GPT-3 variants were limited to ~2K-4K tokens, but recent models like OpenAI’s GPT-4, Anthropic’s Claude, a...