China’s AI surge driven by state-backed capital and data colonialism, not just tech rivalry—OpenClaw reflects structural shift in global AI governance

Indigenous data sovereignty frameworks, such as those articulated by Māori in Aotearoa/New Zealand or Native American tribes in the U.S., treat data as collective heritage rather than a commodity to be extracted for AI training. China’s AI expansion, including OpenClaw, operates on the opposite principle—data as a state-controlled resource—undermining communal data governance traditions. The lack of Indigenous consultation in AI governance reflects a broader pattern where digital infrastructure is imposed without consent, mirroring historical colonial land grabs.

China’s AI strategy builds on decades of state-led industrial policy, from the 'Made in China 2025' plan to the 'New Generation Artificial Intelligence Development Plan' (2017), which explicitly ties AI to national security and social control. The OpenClaw initiative mirrors earlier techno-nationalist campaigns, such as the 'Great Leap Forward' in computing or the '863 Program,' where state direction overrode market forces to achieve strategic dominance. The current focus on AI as a geopolitical tool echoes Cold War-era tech races, but with the added dimension of digital surveillance and data extraction.

While Western media frames China’s AI advances as a challenge to U.S. hegemony, Global South observers often see it as a new form of digital imperialism, where Chinese firms and state actors replicate extractive relationships previously dominated by Western corporations. In India, for example, there is growing concern about Chinese AI firms partnering with local governments to deploy facial recognition in ways that replicate colonial-era policing. Meanwhile, in Africa, Chinese AI surveillance tools are being adopted by governments with poor human rights records, raising questions about who benefits from 'AI sovereignty' narratives.

OpenClaw’s claim to offer 'better' or 'cheaper' AI models lacks peer-reviewed evidence, as performance benchmarks are often conducted in controlled environments that do not reflect real-world deployment conditions. The focus on 'overcharging' by U.S. models ignores the hidden costs of Chinese AI, including the environmental impact of training models in coal-dependent regions like Inner Mongolia. Scientific literature increasingly highlights the trade-offs between model efficiency and accuracy, yet these nuances are absent in corporate and media narratives.

Artistic and spiritual traditions in China, such as Daoist principles of wu-wei (effortless action) or Buddhist mindfulness, are rarely invoked in AI discourse, despite their potential to critique the relentless pursuit of efficiency and control. The OpenClaw narrative reflects a mechanistic worldview where AI is a tool for domination rather than harmony, contrasting with Indigenous cosmologies that see technology as embedded in reciprocal relationships with nature and community. The absence of spiritual or artistic critiques in mainstream AI discourse reveals a narrow, utilitarian framing of intelligence.

If OpenClaw succeeds in scaling state-backed AI models globally, it could accelerate a bifurcated internet where Chinese and Western AI ecosystems operate in parallel, each with distinct governance regimes and ethical standards. This could lead to a 'splinternet' where data localization laws and export controls fragment the global digital economy, with implications for scientific collaboration and human rights. Future scenarios must account for the role of AI in enabling authoritarian regimes to suppress dissent, as seen in China’s use of AI for social credit systems and predictive policing.

Marginalized communities in China, such as Uyghurs, Tibetans, and Falun Gong practitioners, are subjected to AI-driven surveillance and repression, yet their experiences are systematically excluded from narratives about China’s AI 'advances.' In the Global South, local activists and researchers warn that Chinese AI exports are being used to entrench authoritarianism, but their voices are drowned out by corporate and state PR. The framing of OpenClaw as a 'rallying cry' ignores the fact that many of its benefits accrue to state elites and connected firms, while costs are borne by vulnerable populations.