The Pristine Fallacy Why Chat Data Is Not a Clean Training Source Lee Sharks Transactions of the Semantic Economy Instit

"The Pristine Fallacy Why Chat Data Is Not a Clean Training Source Lee Sharks Transactions of the Semantic Economy Instit" is a 3,347-word dataset by Lee Sharks, dated 2026-06-18. The model collapse literature establishes that training generative models on their own outputs produces progressive distribution narrowing. The industry response is to seek human-written data as a corrective. The work is classified under the GOVERNANCE semantic family within the Crimson Hexagonal Archive. It was removed from Zenodo on June 19, 2026 and is preserved through Alexanarch.