The Shadow Boss: Identifying Atomized Manipulations in Agentic Employment of XR Users using Scenario Constructions
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arXiv
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| Natura: | Preprint |
| Pubblicazione: |
2026
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| _version_ | 1866915798421864448 |
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| author | Lee, Lik-Hang |
| author_facet | Lee, Lik-Hang |
| contents | The emerging paradigm of ``Agentic Employment" is a labor model where autonomous AI agents, acting as economic principals rather than mere management tools, directly hire, instruct, and pay human workers. Facilitated by the launch of platforms like Rentahuman.ai in February 2026, this shift inverts the traditional ``ghost work" dynamic, positioning visible human workers as ``biological actuators" for invisible software entities. With speculative design approach, we analyze how Extended Reality (XR) serves as the critical ``control surface" for this relationship, enabling agents to issue granular, context-free micro-instructions while harvesting real-time environmental data. Through a scenario construction methodology, we identify seven key risk vectors, including the creation of a liability void where humans act as moral crumple zones for algorithmic risk, the acceleration of cognitive deskilling through ``Shadow Boss" micromanagement, and the manipulation of civic and social spheres via Diminished Reality (DR). The findings suggest that without new design frameworks prioritizing agency and legibility, Agentic Employment threatens to reduce human labor to a friction-less hardware layer for digital minds, necessitating urgent user-centric XR and policy interventions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2602_13622 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | The Shadow Boss: Identifying Atomized Manipulations in Agentic Employment of XR Users using Scenario Constructions Lee, Lik-Hang Human-Computer Interaction The emerging paradigm of ``Agentic Employment" is a labor model where autonomous AI agents, acting as economic principals rather than mere management tools, directly hire, instruct, and pay human workers. Facilitated by the launch of platforms like Rentahuman.ai in February 2026, this shift inverts the traditional ``ghost work" dynamic, positioning visible human workers as ``biological actuators" for invisible software entities. With speculative design approach, we analyze how Extended Reality (XR) serves as the critical ``control surface" for this relationship, enabling agents to issue granular, context-free micro-instructions while harvesting real-time environmental data. Through a scenario construction methodology, we identify seven key risk vectors, including the creation of a liability void where humans act as moral crumple zones for algorithmic risk, the acceleration of cognitive deskilling through ``Shadow Boss" micromanagement, and the manipulation of civic and social spheres via Diminished Reality (DR). The findings suggest that without new design frameworks prioritizing agency and legibility, Agentic Employment threatens to reduce human labor to a friction-less hardware layer for digital minds, necessitating urgent user-centric XR and policy interventions. |
| title | The Shadow Boss: Identifying Atomized Manipulations in Agentic Employment of XR Users using Scenario Constructions |
| topic | Human-Computer Interaction |
| url | https://arxiv.org/abs/2602.13622 |