4 ms·
Beyond Black- and White-Box AI
- BayezLyfe 7y ago"Underspecified and misaligned notions of interpretation impede progress towards the rigorous development of understandable, transparent, trusted AI systems." Powerful thesis. Essentially these are the steps forward: 1. precise definitions of interpretation, yielding interp-metrics 2. develop and train models that optimize both prediction accuracy _and_ interp-metrics 3. voilà, aligned objectives yield trusted AI