Research

Human intent before execution.

I work on the problem of preserving human intent, expertise and judgement as capability is delegated into software and AI-assisted systems. XEMATIX sets out the research and formal specifications.

01

Current research architecture

XEMATIX

XEMATIX sets out a pre-execution semantic control layer for human intent before machine execution, developed through formal research and specifications.

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02

Formal work

Papers and specifications

XEMATIX is where I develop this research and publish its formal papers and specifications.

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03

Earlier frameworks

Where earlier frameworks sit

I treat CAM as part of XEMATIX and DTLM as part of CyberKinesis. Their earlier work remains part of their own histories.

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04

Related writing

I publish essays and research notes here alongside the formal XEMATIX specifications.

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