# Computational Thinking #concepts · #ai · #philosophy/epistemology · #labor-economics ## Summary Computational thinking is a mode of problem-solving rooted in the logic of computer science—relying on abstraction, automation, and algorithmic reasoning. It has become a dominant paradigm in technology and business contexts, particularly SaaS. ## Definition Computational thinking refers to the mental processes involved in formulating problems and solutions in a form that can be executed by an information-processing agent—typically, a computer. It includes decomposition, pattern recognition, abstraction, and algorithm design. In practice, it often becomes an epistemological stance: privileging what can be measured, modeled, and automated. This orientation can shape not only software architecture, but also organizational strategy, decision-making norms, and conceptions of intelligence or value. ## Properties - Favors abstraction and reduction over contextual nuance - Seeks replicability, scalability, and optimization - Often equates what is computable with what is valuable - Shows up in product-led growth, KPIs, dashboards, and systems design in SaaS - Can obscure qualitative, embodied, or emergent forms of knowing ### Wayfinding %% DATAVIEW_PUBLISHER: start ```dataview TABLE WITHOUT ID questions AS "Responds to", origins AS "Informed by" ideas AS "Developed alongside", concepts AS "Builds on", WHERE file.name = this.file.name ``` %% | Responds to | Developed alongside | Builds on | Informed by | | --------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------- | | <ul><li>[[thinking/questions/the future of saas.md\|What is the future of SaaS go-to-market?]]</li></ul> | <ul><li>[[marketing judgment is the future\|The future of marketing is judgment]]</li><li>[[thinking/evergreens/Composability will define the next SaaS era.md\|Composability will define the next SaaS era]]</li></ul> | <ul><li>[[thinking/concepts/reification.md\|reification]]</li><li>[[thinking/concepts/epistemology.md\|epistemology]]</li></ul> | <ul><li>[[New Dark Age (2018)\|New Dark Age (2018)]]</li></ul> | %% DATAVIEW_PUBLISHER: end %% > [!info]- Changelog >- [[2025-04-25-Friday]]: idea and sources captured