2026/05/04 Substack. This essay examines a search-coupled AI failure in which a public research imprint was mis-resolved despite existing canonical identifiers, public pages, DOI records, repository links, and author metadata.
https://playdarkly.substack.com/p/grounded-hallucination-at-the-top
The case is treated as an instance of public identity cost offload:
> The platform generates the classification failure.
> The misclassified subject pays the correction cost.
Key terms:
– grounded hallucination
– unbonded assertion
– authority surface
– cost offload
– search-coupled AI
The problem is not only that the generated answer is wrong. The problem is that the generated answer can intercept the query before the user reaches the indexed documents that would have corrected it.
Related references:
– Information Failure Modes in Networked Violence
https://playdarkly.com/information-failure-modes-networked-violence-research-program/
– Evolutionary Control Theory
https://playdarkly.com/evolutionary-control-theorem-elijah-morgan/
– Useless Machines, Cost Offload, and Owner-Adjacent Model Governance in Platform AI
https://zenodo.org/records/19678962
– Play Darkly Codeberg repositories
https://codeberg.org/PlayDarkly