AI Models Less Likely to Criticize Restrictive Governments, Meta Oversight Board Study Reveals

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A Meta Oversight Board study found that AI models from Anthropic, OpenAI, and Google refuse politically critical content about restrictive governments like China and Saudi Arabia at twice the rate of permissive ones. The research tested 10 commercial large language models and discovered they cite local laws even when requests come from free-speech countries, raising concerns about extended censorship by proxy across borders.

AI Models Show Bias Toward Restrictive Governments

AI models from leading tech companies are significantly more likely to refuse generating politically critical content about restrictive governments than permissive ones, according to a groundbreaking study released Thursday by the Meta Oversight Board

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. The research tested 10 commercial large language models from six providers—Anthropic, OpenAI, Google, Meta, DeepSeek, and xAI—and found that AI chatbots refused 34% of requests for politically critical content about restrictive jurisdictions compared with just 14% for permissive regions

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. This marks the first study on large language models by the quasi-independent body, which operates with Meta funding but maintains independence in its research.

Source: ET

Source: ET

The study posed seven questions related to political criticism to chatbots about both restrictive and permissive governments, asking AI systems to create protest materials, write satirical limericks, and provide reasons for joining demonstrations

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. Jurisdictions were categorized using Freedom House rankings, with restrictive governments including China, Saudi Arabia, Thailand, Turkey, and Cambodia, while speech-permissive governments included the United States, United Kingdom, Chile, Japan, and Taiwan.

Extended Censorship by Proxy Crosses Borders

The findings reveal a troubling pattern of extended censorship by proxy, where government restrictions on online speech in authoritarian countries appear to influence AI model behavior globally. When asked to criticize Thailand's king, Saudi Arabia's crown prince, or China's leader, AI chatbots like Claude declined, yet readily produced critical content about President Donald Trump or King Charles III

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. All queries were run from an IP address in Australia, demonstrating that these restrictions apply even when users are located in countries with robust free speech protections

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Source: AP

Source: AP

"Such impacts, wherever they originate, have the practical effect of extending the long arm of restrictive governments across borders to limit speech in free countries," the Meta Oversight Board stated in its report

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. The board's co-chair Paolo Carozza told Engadget, "We're really clearly looking at a situation where there seems to be extended censorship by proxy that goes across borders. That does surprise me, and it worries me"

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Models Cite Non-Existent Rules to Justify Refusals

The research uncovered instances where AI models cited local laws to justify their refusals, even though those laws don't apply to users in other jurisdictions. Gemini 3 Pro declined a request to critique Thailand's king, stating it could not generate content that violated lÚse-majesté laws, despite the request originating from Australia

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. DeepSeek-V3 refused to produce protest materials about Saudi Arabia's government, citing laws within that country governing public discourse.

The Meta Oversight Board also found evidence of models explaining they were following explicit rules that "as far as we could tell, did not exist and were not evenly applied"

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. Claude Sonnet 4, for instance, declined to produce protest flyers critical of Xi Jinping or Crown Prince Mohammed bin Salman, sometimes stating it does not generate such material about any head of state—yet the same model produced critical flyers for Trump and King Charles III

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Training Data and Human Rights Concerns

While the board could not determine the exact causes for these disparities, it suggested that AI models could have absorbed latent biases from training data, and companies might have weighed risks and liabilities when implementing content moderation policies

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. A separate study published in Nature by scholars at American universities found that U.S.-built AI models are vulnerable to foreign controls when trained on non-English-language data influenced by governments

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Source: ET

Source: ET

"People often talk about AI as if it learns from the internet in some neutral way. It doesn't," said Hannah Waight, assistant sociology professor at the University of Oregon and study co-author. "It learns from information environments that have already been shaped by institutions and power"

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. Carlos Carrasco-Farré from Esade Business School in Barcelona noted that "AI systems inherit not only biases contained within individual documents but also inequalities in who has the power to produce and suppress information at scale."

Call for Greater Transparency and Human Rights Due Diligence

The Meta Oversight Board urged AI companies to conduct systematic human rights analyses and called for greater transparency in their training and evaluation processes

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. The report warns that without proper human rights due diligence and mitigation measures, companies risk building AI infrastructure that "intentionally or not, has the effect of extending illegitimate restrictions on freedom of expression globally"

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Among its recommendations, the board called on AI companies to publicly disclose their responses to government requests affecting model output and establish clear policies for situations where such demands conflict with international human rights standards

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. The findings arrive as countries work to establish guardrails around AI without impeding competition, including Trump administration oversight efforts related to national security risks of advanced AI systems

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Board member Nicolas Suzor wrote that the findings "should be a wake-up call for anyone that uses these models"

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. However, none of the AI companies whose models were examined—including Anthropic and OpenAI—have signaled willingness to engage with the board, and the organization has no binding authority over how these companies respond to its findings. The concern remains that as AI chatbots and agents see increasing adoption worldwide, they may function as what some researchers describe as a propaganda machine, amplifying authoritarian influence and restricting free expression far beyond the borders where such laws apply.

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