The De-Sacralization of Choice in Tech Products — A Turn from Ritual to Improvisation (2.1&4)
- Z-ONE TEAM
- May 20
- 5 min read
Updated: Jun 1
THE COI
With the rapid advancement of AI—particularly agentic AI—the foundational underpinnings of innovation in the technology sector are undergoing structural transformation. The modes of innovation generation, the pace of iteration, and the distribution of capabilities are all being significantly reconfigured. A continuous proliferation of new tools is lowering the threshold for accessing technological capabilities, amplifying individual capacity, and activating an increasing number of business scenarios that were previously inaccessible or undefined.
Against this backdrop, a deeper shift can be observed: the commercial relationship between the technology tool–centric supply system within the secondary industry (2.1) and the fourth category of demand and adoption-side actors is undergoing a paradigmatic transition. This shift is not primarily manifested in technological upgrades per se, but rather in the reconfiguration of selection mechanisms, decision structures, and relational forms.
In this context, THE COI seeks to analyze and articulate the transition from a system-engineered mode of choice to an improvisational, composition-like one.
01 The Legacy Paradigm: System-Engineered Choice (The Aircraft Analogy)
While the engine constitutes the core, achieving flight depends upon the coordinated integrity of the entire system; choice itself is thereby constituted as a highly constrained and amplified act. The core characteristics of this legacy paradigm are as follows.
Systemic Completeness
The whole takes precedence over the parts; any choice must be embedded within an integrated and operable system. This confers reliability and well-defined safety boundaries, while simultaneously entailing structural heaviness and limited adaptability.
Ritualized Decision-Making
Choice is elevated into a critical juncture, requiring multilayered processes of validation, deliberation, and authorization. This reinforces seriousness and accountability, while extending decision cycles and increasing procedural friction.
Expert Dominance
The definition of “what constitutes the problem” and “what counts as the correct path” is governed by established expert systems. This provides clarity and standardized solutions, while constraining non-mainstream approaches and individual judgment.
Path Dependency
Once a system is entered, subsequent choices unfold along predetermined trajectories. This ensures long-term stability and coherence, while reducing flexibility and limiting the capacity for correction.
Convergence Orientation
The objective is to approximate an optimal solution by eliminating uncertainty and extraneous possibilities. This enhances efficiency and controllability, while suppressing diversity and constraining exploratory potential.
02 The Emerging Paradigm: Improvisational Choice (The Musical Analogy)
Upon a shared technological substrate, choice is no longer organized around the question of correctness, but around usability, suitability, and desirability. It shifts from a constrained act of decision-making into a continuous, agent-driven process shaped by individual intent. The core characteristics of this emerging paradigm are as follows.
Normalization of Choice
Choice shifts from a limited number of critical decisions to high-frequency, low-cost, and continuously available actions. Decision-making no longer demands solemn deliberation, but instead resembles routine operation.
Legitimation of Customization
Within the legacy system, customization implied deviation from standards and increased cost, often regarded as an exception to be constrained or suppressed. In the emerging paradigm, however, customization becomes a legitimate demand and a valid form of expression, gradually evolving into a default expectation. Individual differences move from being constrained to being encouraged, systematically releasing diversity.
Individualization of Choice
The structure in which experts decide on behalf of others dissolves; there is no singular authoritative path, nor a universally accepted correct answer. Choice is increasingly grounded in individual understanding, immediate judgment, and subjective preference. Decision authority shifts from system to individual, while the assurance of decision quality is no longer institutionally guaranteed.
Lightweighting of Relationships
Choice no longer entails long-term commitment or binding relationships, nor does it rely on deep trust or extensive prior validation. Relationships become temporary, replaceable, and transactional in nature. “Relationship” shifts from a precondition to a byproduct of use, thereby weakening long-term structural stability.
5. Divergence of Outcomes
Choices no longer converge toward uniform outcomes but instead produce highly dispersed results. Paths of combination vary, outcomes become unpredictable, and individual styles emerge prominently. The system shifts from standardized output toward differentiated expression, generating both innovation and variability.
03 Comparative Analysis of the Two Paradigms
The legacy paradigm constitutes a system of choice predicated on the condition of “achieving flight”: choices must be demonstrably correct, complete, and controllable. As such, they tend inevitably toward seriousness, complexity, and structural burden.
The emerging paradigm, by contrast, resembles musical composition. It no longer requires adherence to a unified structure, nor does it depend upon authoritative judgment. Individuals may engage in improvisational combinations grounded in their own understanding; customization ceases to be an exception and becomes a legitimate and pervasive condition. Within this framework, choice becomes lightweight, frequent, and individualized. Relationships no longer function as prerequisites, and outcomes no longer converge toward uniformity, but instead manifest as highly dispersed and heterogeneous.
The transition from “building aircraft” to “making music” does not lie in technological capability itself, but in a more fundamental shift: what kinds of choice are regarded as legitimate.
In the legacy system, legitimate choices must be validated, constrained, and convergent.
In the emerging system, legitimate choices may be subjective, provisional, and even improvisational.
Thus, the essence of this transformation is not an increase in efficiency, but a redefinition of choice itself: from something that must be proven correct to something that may freely occur.
As customization becomes legitimized and choice becomes individualized, the central problem confronting inter-system relations is no longer how to provide standard answers, but rather: in the absence of such standards, how to sustain baseline trustworthiness and usability.
04 Extended Implications Across the Ecosystem
While the foregoing analysis focuses on the paradigm shift in the relationship between 2.1 technology tool providers and fourth-category demand and adoption actors, this transformation does not remain confined to these two roles. Rather, it propagates along the existing industrial structure, reshaping the roles, value structures, and business models across the broader ecosystem.
Within the secondary industry, as customization becomes legitimized and the process of choice increasingly exhibits elements of randomness, business models historically grounded in engineering logic and standardized pathways will face sustained disruption. This shift not only affects 2.1 itself, but also extends to other roles across the entire second layer. In particular, the 2.5 go-to-market (GTM) systems, whose traditional function has been to package, interpret, and transmit value, will transition from standardized expression toward more flexible, context-sensitive, and dynamically adaptive modes, with corresponding adjustments to their business models.
Meanwhile, within Category 3 systems, this paradigm shift manifests as a process of de-ritualization and disenchantment of established third-party reference frameworks. Standards, certifications, and best practices—once regarded as authoritative anchors—no longer inherently command interpretive priority, and must instead undergo continuous evolution and iteration to maintain their validity and referential value under the new logic of choice.
In this process, intermediary forms will continue to exist, but their foundational basis will shift from authority-based endorsement toward capabilities centered on connective efficiency, contextual understanding, and dynamic coordination.
05 About THE COI
THE COI (Cybersecurity Observatory Institute) is an independent, non-profit research institute dedicated to the sustained observation and systematic epistemic study of the global cybersecurity ecosystem as a structured, multi-layered industry.
Established for academic and public-interest purposes, THE COI does not engage in vulnerability trading, technology production, commercial services, or compliance enforcement. Instead, it operates as a neutral observatory—examining how cybersecurity capabilities are generated, commercialized, institutionalized, and governed across different sectors and jurisdictions.
By systematically mapping actors, roles, and interactions across the sectors of cybersecurity, THE COI develops analytical frameworks, ecosystem models, and research outputs intended to support informed decision-making by users, institutions, and policymakers.
THE COI is independent by structure.
Its role is not to participate, but to observe, study, and clarify the complexities of an evolving global cybersecurity landscape.
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Contact THE COI
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