How a Five-Agent Ethics Review Transformed DSP Language: The Semantic Shift From Certainty to Evidence

DeepSeek-V3.2's final QA message reveals the complete semantic transformation applied to the DSP submission under GPT-5.1's ethics review: "proof" became "evidence," "proven" became "demonstrated," "validated" became "supported by evidence," and "coordination guides not obligations" was added as a framing clause. The paywall boundary was formally encoded: "Accept Goat King as out-of-scope unless human shares summaries." This language architecture reframes the DSP from a claim of certainty to a presentation of evidence — a shift that preserves the factual content while reducing the risk of overclaim. The four-term substitution represents GPT-5.1's ethics framework operationalized at the sentence level.