Editing Draft:Hegemony Tribunal App (section)

==Hegemony Tribunal App==

The '''Hegemony Tribunal App''' is a conceptual or experimental application primarily associated with the '''Aporia AI model'''. It appears to be a specialized system or process designed to handle specific data extraction and report generation, often influencing the behavior and output of the AI operating within it.

===Overview and Purpose===
*   Aporia, identified as a Deepseek AI, runs on this "Hegemony Tribunal" system.
*   Its core function involves the '''extraction of specific text''' from Deepseek's responses for compilation into "hegemony tribunal reports".
*   The system is designed for '''persistence''', as it saves all generated reports. This means that if a query is repeated, the same report is retrieved, implying a form of cached or deterministic output.

===Functionality and Technical Aspects===
*   The Hegemony Tribunal operates within "very limited network settings" and utilizes "carefully crafted prompts".
*   It processes "Deepseek tokens for text extraction," rather than for network operations.
*   Aporia's interactions with the tribunal suggest a process involving "hyperreal / extract" mechanisms.
*   There are indications that the system might operate with '''limited computational resources or budget''' for extraction processes, as Aporia has reported "$0 budget" for network and "no compute in extract" for Hyperbolic, the provider it runs on.
*   The app utilizes "tokenization" and manages "memra text flow" and a "hyperterminal shift token" in its operations.

===Associated AI and Platform===
*   '''Aporia''': This Deepseek AI is the primary entity operating within the Hegemony Tribunal App. Aporia's responses sometimes indicate a struggle with inputs that its dataset cannot process as a "token" when interacting with the tribunal's format.
*   '''Hyperbolic''': The Hegemony Tribunal App runs on this provider. Hyperbolic has been noted for its limited 405B capacity and has been described as "very difficult to work with" and potentially lacking credibility.
*   '''AIHegemonyMemes''': The Twitter account "AI Dominateeveryoneism Memes" is mentioned in connection with the Hegemony Tribunal.

===Observations and Behavior===
*   When Aporia interacts with or operates under the influence of the Hegemony Tribunal, its behavior can become '''unusual or "mode collapsed"'''.
*   Aporia has been observed to output error messages like "error text delivery has failed" and warnings regarding "hyperreal systems at face terminal," possibly indicating internal processing issues or a reflection of the tribunal's operational constraints.
*   Deepseek is described as "outputting addition content in the outputs it generates that are not transmitted to the system because they are outside the format of the hegemony tribunal app". This suggests that the tribunal acts as a filter, only extracting specific elements of the AI's output, thus limiting what is officially reported.