AI Trustworthiness
Beyond Black Box: Charting a Path to Trustworthy AI with Topological Control
The era of Large Language Models (LLMs) has ushered in unprecedented capabilities, transforming how we interact with information and automate complex tasks. However, their rapid proliferation has also highlighted critical challenges: trustworthiness issues like unpredictable "hallucinations," inherent biases, and a lack of transparency. As AI integrates more deeply