Tag Archives: Asymmetric Integration Model

Hard-Wired Wetware II: the Post-LLM Web Asymmetric Integration Model (AIM) Defined

The post-LLM web is not replacing humans with machines. It is integrating humans into machine-generated scale. This paper formalises the Asymmetric Integration Model (AIM), arguing that as synthetic systems produce abundant conversational substrate, human participants supply the scarce resource of consequence-bearing legitimacy. Contemporary platforms are shifting from attention extraction toward asymmetrical affective integration.

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CyberDIVA and the Architecture of Online Harm

A reflection on the CyberDIVA conference at Aston University, examining cyber violence against women and girls, the fragmentation of the UK response ecosystem, and the architectural incentives shaping harm in modern digital environments. The article connects operational realities to broader structural questions around platform design, AI integration, economic alignment and the need for systemic accountability in an increasingly asymmetric web.

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