Define AI permissions once. Emit the rules today's AI web actually uses. One manifest → robots.txt, AIPREF headers, X-Robots-Tag, Google-Extended, TDMRep.
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Updated
Mar 17, 2026 - Python
Define AI permissions once. Emit the rules today's AI web actually uses. One manifest → robots.txt, AIPREF headers, X-Robots-Tag, Google-Extended, TDMRep.
To produce a rigorous, primary-source analytical paper that documents the gap between llms.txt’s design intent (inference-time content discovery), the infrastructure reality (WAF/CDN blocking), and actual AI system behavior (no confirmed inference-time usage).
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