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Dev.to
Dev.to
6/29/2026
The New Information Borders

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.

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