Publications

Academic papers and research publications by Rob Dixon.

Figure 5 from Rob Dixon's paper AI Innovation Architecture: the dual operating model, with the CEO setting the ratio between business as usual under a COO and innovation under a Chief Agency Officer

AI Innovation Architecture: who sets purpose when your systems become agents?

My third SSRN paper is out. It asks the question I now think defines the AI era for leaders: when your systems start setting their own sub-goals, who holds purpose, who judges, and how much agency do you hand over?

Rob Dixon

Apr 237 min read

From Knowledge to Purpose: what happens to human value when intelligence is cheap

My second SSRN paper is out. 'Will AI take my job?' is the wrong question. The right one is what happens to human economic value when intelligence becomes cheap, and the answer is that the bottleneck moves to purpose.

Rob Dixon

Mar 236 min read

The Purpose, Execution, Judgement (PEJ) framework for human-AI collaboration: purpose and judgement as human domains either side of a shared execution domain, with the human role shifting to defining purpose and applying judgement as AI capability grows

Purpose, Execution, Judgement: the paper behind the framework

My first SSRN working paper is out. It takes the Purpose, Execution, Judgement framework I first wrote about on LinkedIn, integrates it with the AI Capability model, and sets out six propositions for testing.

Rob Dixon

Mar 107 min read

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