
Tech-labels: From Massification to Authenticity
MARCH 28TH, 2026

Introduction
In a world transformed by artificial intelligence (AI), the creation of software and digital tools has become accessible to everyone. Creators, once limited by the barrier of technical knowledge, can now turn their ideas into tangible products thanks to AI-powered tools that automate and simplify complex processes. In practice, this accessibility has led to an explosion of applications and solutions, causing a phenomenon of massification: generic products, created at scale and stripped of identity, saturate the market and erode the perceived value of technological development, driven by people from the business world under concepts of rapid iteration.
In response to this dehumanized and synthetic vision, the idea of Tech-labels emerges. This concept, directly inspired by the writings of Yancey Strickler: Metalabel, Groupcore, Nine Creative Meditations, and likely some other key reading I may be forgetting, seeks to bring creators closer to the technological world through the possibilities enabled by AI, under a shared identity, where products become an extension of the values and visions of their members.
The result is a new structure within the tech world in which products, although developed by different contributors, acquire a distinctive character by belonging to the same label. Not only guaranteeing authenticity, but also belonging, allowing individuals to identify with the creations they consume and the values they represent.
Driving Forces
1. The Democratization of Development through AI
Current Capabilities and Trends:
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Technological Accessibility:
The emergence of AI tools has broken long-standing technical barriers, allowing creators without specialized development training to transform their ideas into digital products. Today, multiple AI-based platforms and tools enable the generation of software, designs, and applications without requiring deep programming knowledge. -
Explosion of Digital Solutions:
This widespread access has triggered a proliferation of applications and technological solutions. The speed at which products can be developed thanks to the automation and simplification of complex processes clearly indicates how technology has democratized development.
Logic of Influence within the Ecosystem:
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Reduction of the Technical-Creative Gap:
By removing the need for specialized technical knowledge, AI allows a larger number of creators to actively participate in digital development. This increases the risk of production becoming generic if it is not accompanied by a clear identity. -
Creation of a Saturated Market:
The ease of turning ideas into products creates a cascading effect: supply skyrockets, while the loss of a sense of what it means to launch a project leads to abandoning criteria that ensure a unique and personal experience, in favor of modern methodologies that promote rapid iteration aimed at reducing investment and risk, ultimately leading to massification. This market saturation not only lowers the perceived value of each creation, but also lays the groundwork for the reaction described below.
2. The Reaction Against the Massification and Dehumanization of Software
Current Capabilities and Trends:
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Search for Authenticity:
Faced with an avalanche of uniform digital products, both creators and consumers are increasingly valuing identity and authenticity. This trend is reflected in the growing demand for proposals that embody cultural, aesthetic, and personal values, in contrast to the depersonalized and synthetic nature of mass production. -
Emergence of Identity-Driven Collectives:
This opens the door to the emergence of Tech-labels, where collaboration among creators allows each release to reflect a shared vision and distinctive values, built around core elements such as: a purpose (promoting shared values); a set of principles (curating outputs by defining what gets released); releases (providing each project with its own space to stand out); and community (building connections between creators and consumers, strengthening a sense of “tribe”).
Logic of Influence within the Ecosystem:
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Counterbalance to Homogenization:
The reaction against massification emerges as a direct response to the loss of identity in digital development. While the democratization of AI drives abundant and homogeneous supply, the need for authenticity leads to the creation of spaces where collaborative processes, diversity, and a distinct identity for projects are valued. -
Transformation of the Creator-Consumer Relationship:
As Tech-labels consolidate, the interaction between those who create and those who consume is redefined. In this new paradigm, the value of a product is not measured solely by its functionality, but also by the story, values, and sense of belonging it conveys, strengthening emotional and cultural connection in a market saturated with generic offerings. This could be achieved through a shared visual identity (such as Not Boring Software), and the values that organically develop within the community among its members (such as MSCHF).
Interaction Between the Forces and the Final State of the Scenario
The democratization of development through AI and the reaction against massification interact dynamically:
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Innovation-Massification Duality:
While AI enables rapid product creation, driving accelerated competition, this same process generates saturation that, in turn, sparks the search for authentic alternatives. -
Consolidation of Tech-labels:
The response to massification takes shape through the formation of organizations that bring together diverse creators under shared values, leveraging the same AI that initially caused the problem, but now used toward a constructive end. These labels not only counteract mass production, but also reshape the digital ecosystem by offering products that stand out through identity and belonging.
Final State
The result of the interaction between these two forces is an ecosystem in which mass production and the synthetic give way to a movement in search of authenticity. Tech-labels manage to integrate, in a balanced way, the same AI that initially caused the disruption into their development and distribution processes, establishing themselves as sustainable alternatives without abandoning technological progress or competitiveness. By understanding current trends and choosing not to oppose them outright or go against the current, they instead aim to redirect that current toward a place where greater diversity, a stronger sense of community, and a richer cultural offering can enhance the value of each creation.









