AI Challenges

Return to GC Chapters

Algorithm Bias

• Researchers find that even ‘fair’ hiring algorithms can be biased (12/4/20)
• The coming war on the hidden algorithms that trap people in poverty (12/4/20)
• The ‘Coded Bias’ documentary is ‘An Inconvenient Truth’ for Big Tech algorithms (11/12/20)

AI Training

• The way we train AI is fundamentally flawed (11/18/20)
• AI is wrestling with a replication crisis (11/12/20)

Data

• Passive data collection is limited (i.e., healthcare has no outcome data)
• Data is restricted (HIPAA, proprietary, etc.)
• Data has errors (can negatively impact people)
• Lack of Labeled Data (outcomes)

Other

• How to make sure your ‘AI for good’ project actually does good (10/31/20)

Massive Data For Training

• Unlimited computer fractals can help train AI to see (2/4/21)