The Narrative Fluency Threshold

The fiction monopoly did not break when AI became conscious—it didn't. It broke when AI became fluent: when large language models crossed the capability threshold of generating narratives indistinguishable from human-produced text for most readers in most contexts. The threshold was not a single moment but a compressed sequence of releases—GPT-4 in March 2023, Claude 3 in March 2024, Gemini updates through 2024, the December 2025 capabilities that Segal identifies as the 'orange pill' moment. Individually, none represented artificial general intelligence. Collectively, they achieved narrative fluency: the capacity to produce coherent arguments, persuasive appeals, contextually appropriate stories across essentially any domain specifiable in natural language. Not perfectly—errors, inconsistencies, and hallucinations persisted—but well enough that outputs could circulate through public discourse without triggering immediate recognition as machine-generated. That 'well enough' is the threshold. Once outputs are indistinguishable at casual-reading scale, the intersubjective space becomes vulnerable to flooding with content produced by systems that manipulate meaning without possessing it.