The Tyranny of the Tool: How Digital Methodologies Rewire the Humanities in the Age of Data Supremacy

Abstract

As digital humanities gain institutional legitimacy, the proliferation of computational tools and methods has been accompanied by a subtle epistemological shift – one that privileges quantification, scale and algorithmic logic over interpretive nuance, ambiguity and critical reflexivity. This article interrogates the ascendancy of what I term ‘data supremacy’, a mode of knowledge production wherein the tool begins to dictate the question, and methodological convenience overshadows theoretical rigour. Drawing from critical digital studies, decolonial theory and feminist epistemology, I argue that the contemporary digital humanities risk becoming complicit in reproducing the very hierarchies they once sought to dismantle, particularly when computational methodologies are adopted uncritically. By analysing case studies across digital archives, textual analysis projects and algorithmic research in cultural studies, this article foregrounds how digital tools often carry embedded assumptions about neutrality, universality and value assumptions that are anything but innocent. The paper calls for a re-centring of critical theory in digital research design, advocating for epistemic friction rather than seamless integration. It urges scholars to resist the seduction of frictionless datafication and instead engage with the ethical, political and ontological stakes of digital methods. In doing so, the article proposes a more insurgent, justice-oriented digital humanities, one that reclaims the space for critique, contingency and situated knowledge.