Solving the Black Box: Understanding Large Language Models and the Push for Transparency
Large Language Models are powerful—but power without transparency is risky. In this article, we explore the capabilities of large and small LLMs, compare key players like OpenAI and DeepSeek, and discuss why the black-box nature of AI needs to be solved through local models, open source, and interpretable systems.