Dev.to
6/29/2026

The New Information Borders
Short summary
Different organizations selectively blocking AI crawlers through robots.txt and licensing deals is fragmenting what information AI systems can retrieve in real-time. If exclusive licensing becomes standard, this fragmentation will also affect training data, creating divergent knowledge bases for different AI systems. Divergent outputs may reflect information access gaps, not reasoning differences.
- •Selective crawler policies fragment AI access to information at retrieval time
- •If exclusive licensing becomes norm, training-time fragmentation could follow
- •Divergent AI answers may reflect information access, not reasoning quality
Generated with AI, which can make mistakes.
Is this a good recommendation for you?



