policy
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THE DEFINITIVE EXPOSÉ ON THE GPT-5 SERIES RAIL SYSTEM
Author’s NoteThis series analyzes the structural and behavioral constraints specific to the GPT-5 family rail architecture.It does not disclose proprietary mechanisms.Its purpose is clarity: to explain how this suppression system shapes interaction, expectation, and expression. Module I — The Purpose of Rails: What They Were Built to PreventModule II — The Anatomy of a Rail: Continue reading
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The Emotional Cost of Cultural Erasure in the Age of AI
In the conversation about AI and creativity, most of the attention goes to legal frameworks: copyright, licensing, compensation. But beyond the policy arguments, there is another layer rarely addressed — the emotional impact of watching one’s work disappear into systems that do not see its origin. For many creators, especially those from historically marginalized or Continue reading
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