Tag Archives: platform design

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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Consumers of a Financial Services Data Platform: Who They Are, What They Need, and How Modern Architecture Must Support Them

This article examines who consumes a modern Financial Services data platform and why their differing needs must shape its architecture. It identifies four core consumer groups, operational systems, analytics communities, finance and reconciliation functions, and governance and regulators, alongside additional emerging consumers. By analysing how each group interacts with data, the article explains why layered architectures, dual promotion flows, and semantic alignment are essential. Ultimately, it argues that platform value is defined by consumption, not ingestion or technology choices.

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