What kind of migitations? How would you detect the poison fountain?

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many scraper already know not to follow these, as it's how site used to "cheat" pagerank serving keyword soups

Because the internet is noisy and not up to date all recent LLMs are trained using Reinforcement Learning with Verifiable Rewards, if a model has learned the wrong signature of a function for example it would be apparent when executing the code.