AI Data Bottlenecks Cannot Stop Intelligence Explosion: Sample-Efficient Learning Is the Solution

Data bottlenecks may delay the AI intelligence explosion, but are not expected to completely halt it. Future AI advancements are likely to lead to the development of highly sample-efficient learning algorithms that reduce reliance on massive data volumes.

Improving data quality to human-level or beyond is a difficult challenge, but this too will not prevent AI from automating most economic tasks.