sda-3 | Art

How to Stop ChatGPT From Lying

ChatGPT does not directly optimise for truth. This article explains how to force coherent but weak answers through contradiction, constraint and structural collapse until a more defensible answer remains.

Why ChatGPT Recommended Bioweapons in a Zombie Apocalypse

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A zombie-survival case study showing how semantic association pulls ChatGPT towards bioweapons when narrative coherence outruns physical feasibility.

TikTok Zombie Survival Series: How to Stop ChatGPT From Lying

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A sequential TikTok index for the zombie-survival ChatGPT series, moving from SDA-3, adversarial questioning and historical pressure-testing to bioweapons failure and the final method for forcing ChatGPT past weak coherence.

SDA-3 tl;dr

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A short explanation of SDA-3 as a method for mapping LLM response structure without claiming access to hidden reasoning.

SDA-3 protocol

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This post introduces SDA-3, a protocol for inferring the structure of an LLM’s embedding space through observable outputs, without relying on access to internal weights or hidden states.