Tag Archives: platform economics

Hard-Wired Wetware IV: The Case Against Rebalancing: Why The Asymmetrical Integration Model (AIM) May Be Self-Correcting

This paper interrogates the normative extension of the Asymmetric Integration Model by examining whether asymmetrical integration may represent a dynamically stabilised equilibrium rather than a structural failure. It explores market feedback, legitimacy constraints, optimisation adaptation, and functional specialisation as endogenous corrective mechanisms, arguing that asymmetry may be constrained by competitive and economic forces rather than requiring deliberate architectural rebalancing.

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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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Hard-Wired Wetware I: From Attention Extraction to Human Integration

As automation surpasses human traffic and synthetic actors permeate public, semi-private, and gaming ecosystems, the web is reorganising around a new extraction layer. Large language models collapse the cost of human emulation, shifting platforms from attention capture to human integration. The next phase of the internet does not replace people with machines. It recruits them as psychological infrastructure: wetware that supplies legitimacy, empathy, and consequence to autonomous systems.

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