Beijing enforces state-directed AI ethics boards to centralise control amid global tech race, foregrounding geopolitical strategy over democratic governance

Indigenous knowledge systems in China, such as those of the Yi or Miao peoples, often frame technology as a communal resource rather than a state-controlled tool, offering critiques of 'controllability' that prioritise ecological and spiritual balance over efficiency. These perspectives are systematically excluded from Beijing’s AI ethics discourse, which treats technology as a state-managed utility. The absence of indigenous voices in global AI governance debates further marginalises alternative epistemologies that challenge extractive tech paradigms.

China’s AI ethics mandates echo historical patterns of state-directed technological modernisation, from the 1950s 'Four Modernisations' to the 2000s 'Digital China' initiative, where innovation was framed as a tool for national rejuvenation under centralised control. The current policy also parallels the 2017 'New Generation AI Development Plan,' which positioned AI as a strategic industry under state guidance. However, these precedents reveal a tension between rapid technological adoption and the suppression of dissent, as seen in past crackdowns on digital activism during the 2010s.

Cross-culturally, Beijing’s approach contrasts with the EU’s risk-based AI regulation, which emphasises individual rights and transparency, and the US’s market-driven model, which prioritises innovation with minimal oversight. In Africa, countries like Kenya and Nigeria are experimenting with hybrid models that blend global standards with localised ethical frameworks, such as community-led AI audits. These comparisons highlight how 'controllability' is a culturally contingent concept, shaped by historical experiences of colonialism, authoritarianism, and post-colonial state-building.

Scientifically, the efficacy of Beijing’s AI ethics reviews remains unproven, as there is limited peer-reviewed research on their implementation or impact on algorithmic bias, privacy, or accountability. The policy’s emphasis on 'controllability' aligns with China’s broader strategy of 'military-civil fusion,' where AI development is co-opted for state security objectives, raising questions about the scientific independence of these reviews. Meanwhile, global research on AI ethics frameworks—such as the IEEE’s Ethically Aligned Design—often critiques state-centric models for their lack of transparency and participatory mechanisms.

Artistically, Beijing’s AI ethics mandates risk reducing complex ethical dilemmas to bureaucratic checklists, sidelining creative and spiritual critiques of technology’s role in society. Traditional Chinese art and philosophy, such as Daoist concepts of 'wu wei' (effortless action) or Buddhist ideas of interdependence, offer alternative framings of 'controllability' that prioritise harmony with nature and human flourishing over state control. The suppression of artistic dissent in China further limits the space for such critiques to inform policy.

Future modelling suggests that Beijing’s approach could lead to a bifurcated global AI governance landscape, where authoritarian states adopt similar state-directed ethics frameworks while democracies struggle with fragmented regulation. This could accelerate a 'splinternet' where AI systems are optimised for state security rather than human rights, with long-term implications for digital sovereignty and cross-border collaboration. Scenario planning must also consider the potential for these ethics reviews to become tools for suppressing dissent, as seen in China’s social credit system.

Marginalised voices in China—such as labour activists, Uyghur and Tibetan communities, and independent journalists—are entirely absent from the narrative, despite their disproportionate exposure to AI-driven surveillance and discrimination. Globally, marginalised tech workers in Silicon Valley and beyond have raised concerns about the complicity of AI ethics frameworks in perpetuating systemic biases, yet these perspectives are rarely centred in policy debates. The exclusion of these voices reinforces a top-down, state-centric approach that treats ethics as a managerial tool rather than a transformative process.