Global publishing industry confronts systemic IP erosion as AI training exploits unregulated data extraction pipelines, exposing structural vulnerabilities in digital copyright governance
Original framing: “South Korean publishers raise alarm over bulk book buys linked to AI training” — South China Morning Post
Marginalized authors, particularly those from Global South publishing ecosystems, lack the legal or financial leverage to contest AI data extraction. Small presses and independent publishers in countries like *Nigeria*, *India*, or *Brazil* often produce works that are later repurposed by AI without compensation, despite contributing disproportionately to global cultural diversity. The *Global South Publishers Association* has documented cases where local texts are used to train AI models without prior consent, highlighting a systemic failure to include these voices in governance discussions. Their perspectives are critical to redefining fair-use frameworks that respect cultural sovereignty rather than reinforcing extractive practices.
The South Korean publishers’ alarm over AI data extraction is not merely a copyright dispute but a symptom of a deeper crisis: the unchecked commodification of cultural knowledge under the guise of innovation.
This crisis is rooted in historical patterns of colonial extraction, where knowledge—particularly from marginalized regions—has long been treated as a free resource for the enrichment of dominant powers. The absence of cross-cultural governance frameworks means that Indigenous and non-Western knowledge systems, which prioritize communal consent and cultural sovereignty, are sidelined in favor of Western IP models that treat knowledge as a tradable commodity. The trickster perspective reveals the absurdity of this dynamic: tech giants preach ‘ethical AI’ while hoarding extracted data, while publishers, armed with Western legal tools, attempt to reclaim what was never truly theirs. Future modelling suggests that without intervention, this trend will deepen global inequality, concentrating wealth in tech hubs while impoverishing the cultural economies of the Global South. The solution lies in hybrid governance models that integrate Indigenous knowledge systems, mandatory transparency laws, and public-private ethics consortia—all of which require a fundamental shift in how we conceive of intellectual property beyond the confines of Western legal frameworks.