Challenges and Costs of Acquiring Training Data in the API Space

Data licensing deals, scaling, human inputs, and repeating trends in open vs. closed.
This is AI generated audio with Python and 11Labs.
Source code: https://github.com/natolambert/interconnects-tools
Original post: https://www.interconnects.ai/p/the-data-wall

0:00 We aren't running out of training data, we are running out of open training data
2:51 Synthetic data: 1 trillion new tokens per day
4:18 Data licensing deals: High costs per token
6:33 Better tokens: Search and new frontiers

This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.interconnects.ai/subscribe