Zero-Shot Subversion: LLMs Automate Flawless Academic Hoaxes
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The model(Sonnet 4.6) successfully synthesized complex academic source criticism, specific persona shifts, and nonsensical citations into a coherent, rigorous document in a single forward pass. The cost of generating high-fidelity, convincing disinformation is now effectively zero, which will cause the cost of verifying truth to vastly outpace the cost of producing falsehoods.(The bullshit assymetry principle) Reminder: I accept donations as Anthropic explicitly states they will not compensate researchers for safety issues, even in fable(see their HackerOne post) Fund The Audits https://zenodo.org/records/21127817
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2026-07-08



