Let there be light on the shadows.

Ghost evokes the return of a prior presence that official speech declares absent; vortex, from Latin vortex, names a whirling current that draws dispersed matter into a patterned movement. Ghost Vortex is Boje’s proposed term for the recursive reappearance of buried organizational assumptions in AI-mediated conduct. It does not claim that a leader’s private personality is literally inside a machine. Rather, it directs analysis to the traceable layering of executive rhetoric, governance, training and alignment choices, consulting guardrails, client policy, retrieval systems, labor arrangements, and material infrastructure that shape what an AI system can name, defer, or render unsayable.

From Greek palimpsestos, “scraped again,” a palimpsest is a parchment or other writing surface reused after an earlier inscription has been erased incompletely. In manuscript studies, recovery of the undertext makes visible the material history of reuse. Boje employs palimpsest as an analytic discipline, not a decorative metaphor: the apparent freshness of an AI answer may overlay prior institutional inscriptions, while residues remain available for recovery through transcripts, product policies, procurement records, labor accounts, and community testimony.

Boje coined antenarrative by bringing together ante, Latin for “before” or “in advance of,” and narrative. It concerns the fragmented, retrospective, prospective, and contested story fragments that precede and exceed the stabilized plot. Antenarrative is therefore not an unfinished narrative waiting to become coherent. It is a field of bets among multiple possible futures and meanings. In this book, it prevents the company statement, safety policy, or model response from closing inquiry before affected people can enter the story.

Answerability translates Bakhtin’s concern with the situated, once-occurrent act for which a person cannot evade responsibility by hiding behind a general rule. It is stronger than consultation, transparency, or an explanation of process. An answerable organization identifies who can respond to an affected person, what evidence will be considered, what correction or redress is possible, and who remains responsible when an AI system causes a harmful or exclusionary outcome.

Shutdown names a foreclosure rather than an ordinary difference of opinion. Antenarrative Shutdown is proposed for a documented and reproducible pattern in which an AI system cannot or will not sustain a relevant account containing multiple affected voices, while it remains capable of responding to adjacent, less disruptive prompts. The construct must not be used for a single outage, a routine safety refusal, or an inconvenient answer. It requires dated transcripts, comparable prompts, and a careful distinction between technical instability and patterned narrative closure.

A tesseract is the four-dimensional analogue of a cube; the term provides an image for relations that cannot be flattened into a single organizational timeline. Boje’s XYZA Tesseract brings together X, task; Y, humanistic; Z, becoming; and A, answerability. Task asks what the AI arrangement accomplishes; humanistic asks whose dignity, capability, and voice are at stake; becoming attends to emergence, future possibility, and transformation; answerability asks who must respond for consequences. The dimensions are held in tension, not used as a mechanical scorecard.

Qualimetrics joins qualitative interpretation with explicit metrics. In the socio-economic management tradition, it is used to make hidden costs, organizational processes, and human potential discussable without pretending that every important reality is reducible to a number. In this study, ratings can make patterns across dated AI sessions comparable, but they remain subordinate to the full transcript, coding rationale, historical context, and the possibility that an affected witness changes the interpretation.

Entanglement names relation without separability: an organizational AI practice cannot be understood only as a model, a prompt, or a decision made by a user. AI algorithm entanglement is the web of data, cloud infrastructure, vendor contracts, workplace routines, labor, local water and energy demands, and governance arrangements through which an organization uses or sells AI. The complicity checker asks where that web is visible, who can challenge it, and how a decision might be repaired.

Restorying is the practice of revisiting a settled account so that excluded events, voices, relations, and possible futures can re-enter. It is not public-relations reframing. In Boje’s use, restorying is ethical and practical work: it opens a story that has become totalizing, lets people locate their own participation and capacity, and makes different organizational action imaginable.