TRANSPARENCY IN BLACKBOX MODELS - PANEL DISCUSSION

Shining light into the black box
Navigating blackbox models through disclosure and transparency

• Negotiating disclosure of training data, features, and assumptions
• Assessing models despite limited transparency into vendor IP
• Establishing validation expectations for black-box tools
• Leveraging independent testing where internal replication is impossible
• Balancing competitive advantage against risk management obligations