Analysis of: Anthropic’s alliance with pope on AI harms: all in good faith or ‘Vatican-washing?’
The Guardian | May 30, 2026
TL;DR
Anthropic's Vatican collaboration reveals AI capitalism's crisis of legitimacy—tech giants seek moral cover while their business model requires replacing workers and extracting resources. The pope's concerns are real, but partnering with AI's architects offers absolution without structural change.
Analytical Focus:Contradictions Material Conditions Class Analysis
The alliance between Pope Leo XIV and Anthropic's co-founder Chris Olah crystallizes a fundamental contradiction of contemporary AI capitalism: the same companies driving technological displacement and environmental destruction now seek legitimation through moral partnerships with institutions claiming to represent human dignity. This 'Vatican-washing'—as critic Timnit Gebru aptly names it—exemplifies how ideological superstructures function to naturalize capitalist accumulation while appearing to critique it. The material basis of this contradiction is stark. Anthropic has committed $50 billion to data center infrastructure—the same facilities the encyclical critiques for their environmental devastation. The company's own research acknowledges AI will displace coders, customer service workers, and data-entry laborers, while CEO Dario Amodei warns of 'apocalyptic' white-collar job losses. Yet Anthropic positions itself as the 'responsible' AI company, spending record sums on lobbying while its business model fundamentally requires labor displacement to generate returns for investors now valuing the company at unprecedented levels. The Vatican's participation reveals how even institutions nominally opposed to capitalism's excesses become enrolled in its legitimation apparatus. By inviting Anthropic to share the stage rather than the 'exploited data workers fighting for their rights' or communities whose water is polluted by data centers, the Church prioritizes dialogue with capital over solidarity with labor. Chris Olah's candid admission that AI labs 'operate inside incentives that can sometimes conflict with doing the right thing' is presented as self-awareness rather than an indictment—a confession that absolves rather than transforms. The real function of this partnership is to manufacture consent for AI development that proceeds unchanged while appearing ethically grounded.
Class Dynamics
Actors: Anthropic ownership/investors (capitalist class), AI workers and engineers, Tech workers facing displacement (coders, customer service, data-entry), Data center workers and affected communities, Vatican leadership (institutional religious authority), State actors (Trump administration, federal agencies), AI safety advocates and critics
Beneficiaries: Anthropic shareholders and investors who gain legitimacy without changing business practices, AI industry broadly, which gains moral cover from Vatican partnership, The Vatican, which maintains relevance by engaging with tech giants
Harmed Parties: Workers displaced by AI automation across sectors, Communities affected by data center pollution and water usage, Data workers whose labor trains AI systems without adequate compensation, Consumers facing rising energy bills from AI infrastructure, The broader working class whose collective bargaining power diminishes with automation
Capital maintains dominance through ideological mechanisms: Anthropic's 'safety' branding positions the company as a responsible actor while its core business model requires labor displacement and resource extraction. The Vatican, despite rhetorical critique, legitimizes this arrangement by choosing dialogue with capital over solidarity with affected workers. The Trump administration's blacklisting of Anthropic reveals intra-capitalist conflict over how AI serves state interests, not any fundamental challenge to AI capitalism itself.
Material Conditions
Economic Factors: $50 billion Anthropic infrastructure investment, Record $1.6 million quarterly lobbying expenditure, Anthropic's status as 'world's most valuable AI startup', Rising consumer energy costs from data centers, Labor displacement across multiple sectors, Potential IPO and financialization pressures
AI development represents an intensification of capitalist production relations: massive fixed capital investment in data centers extracts value through automation that displaces living labor. The 'mode of production' dynamics are explicit—Anthropic's business model requires replacing human workers to generate productivity gains captured as profit. Data workers who train AI systems perform essential labor that is rendered invisible and often poorly compensated. The relations of production ensure that productivity gains from AI flow to shareholders while workers bear displacement costs.
Resources at Stake: Computational infrastructure (data centers), Energy resources and water for cooling, Human labor power being automated away, Political influence via lobbying expenditure, Moral legitimacy/brand reputation, Government contracts and military applications
Historical Context
Precedents: Industrial Revolution displacement of artisans and craft workers, Taylorism and scientific management's deskilling of labor, Automation waves in manufacturing from 1970s-2000s, Tech industry's prior 'ethics-washing' initiatives (Facebook Oversight Board, Google ethics councils), Historical Catholic Church engagement with capitalist modernization (Rerum Novarum, 1891)
This represents a continuation of capitalism's tendency toward labor-saving technological development, now in a financialized phase where AI companies must demonstrate explosive growth to justify valuations. The Vatican partnership echoes historical patterns where religious institutions adapt to accommodate capitalist development while offering rhetorical critique—similar to the Church's 19th-century response to industrial capitalism. The 'responsible AI' discourse functions like earlier corporate responsibility initiatives: managing legitimation crises without altering accumulation imperatives.
Contradictions
Primary: Anthropic's business model requires labor displacement and resource extraction, yet the company seeks legitimation through institutions claiming to protect human dignity and environmental sustainability. This is not resolvable within capitalist relations—the company cannot simultaneously maximize shareholder value and protect workers from displacement.
Secondary: Anthropic opposes autonomous weapons while its technology is used for military targeting, The company commits to covering energy cost increases while investing $50B in energy-intensive infrastructure, The Vatican critiques technology that 'replaces workers' while platforming the companies doing exactly that, AI 'safety' advocacy functions as competitive differentiation against OpenAI rather than structural critique, Olah acknowledges incentive conflicts but presents awareness as absolution rather than grounds for transformation
These contradictions will likely intensify as AI capabilities advance and displacement accelerates. Financial pressures from potential IPO will push Anthropic toward maximizing returns, straining its 'safety' positioning. The Vatican partnership may produce symbolic gestures but cannot resolve material contradictions. Worker resistance—particularly from displaced tech workers and exploited data laborers—represents the potential force for genuine transformation. The contradictions between social production and private appropriation will continue driving both crisis and potential for class consciousness.
Global Interconnections
This story illuminates how AI capitalism operates globally: data centers extract resources from communities worldwide while their products displace workers across borders. The environmental costs—carbon emissions, water consumption, pollution—are disproportionately borne by working-class communities while benefits accumulate to shareholders in financial centers. Anthropic's position in US-government tensions reveals how AI development intersects with imperial competition: the technology serves both capital accumulation and state power projection, creating conflicts when these interests diverge. The Vatican's global reach makes this partnership significant beyond symbolism—the Church's moral authority across the Global South potentially legitimizes AI expansion into new markets and labor forces. Meanwhile, the actual 'exploited data workers' training AI systems—often in Kenya, the Philippines, and India—remain invisible in this dialogue between institutional powers. The core-periphery dynamics of AI capitalism ensure that displacement costs, environmental damage, and exploitative labor conditions concentrate in the periphery while profits and legitimation accrue to metropolitan centers.
Conclusion
The Anthropic-Vatican alliance offers a clarifying lesson: moral legitimation from institutional authorities cannot resolve material contradictions. Workers facing displacement, communities bearing environmental costs, and data laborers training AI systems will not find protection in dialogue between capital and its willing critics. The path forward requires class organization independent of these institutional accommodations—unions of tech workers, movements against data center expansion, and international solidarity among those whose labor creates AI value but who are excluded from its benefits. Olah's admission that incentives conflict with 'doing the right thing' is not a confession that exonerates—it is evidence that transformation requires changing the incentive structure itself, which means challenging private ownership of AI systems and the profit imperative driving their development.
Suggested Reading
- The Age of Surveillance Capitalism by Shoshana Zuboff (2019) Zuboff's analysis of how tech companies extract behavioral surplus directly illuminates Anthropic's business model and the economic imperatives driving AI development regardless of ethical positioning.
- Prison Notebooks (Selections) by Antonio Gramsci (1935) Gramsci's concept of hegemony explains how institutions like the Vatican function to manufacture consent for capitalist relations while appearing to offer moral critique—essential for understanding 'Vatican-washing.'
- Wage Labour and Capital by Karl Marx (1849) Marx's foundational text on how technological development under capitalism necessarily displaces labor provides theoretical grounding for understanding AI automation's class dynamics.
- Marx's Ecology: Materialism and Nature by John Bellamy Foster (2000) Foster's analysis of capitalism's metabolic rift with nature contextualizes the environmental contradictions of AI infrastructure that the encyclical critiques but cannot resolve through partnership with capital.