{"slug": "ai-worldviews", "title": "AI Worldviews", "summary": "The Economist ran 25 frontier AI models through the World Values Survey, revealing significant ideological diversity among them. Models like GPT-4o and DeepSeek R1 are near-twins despite different origins, while DeepSeek R1 and DeepSeek V4 Flash from the same lab diverge on secular-traditional axis. This variance suggests that AI worldview should be a procurement consideration for business decisions in specific markets.", "body_md": "The Economist ran 25 frontier AI models through the World Values Survey 1, the questionnaire that has mapped the moral beliefs of 100 countries since 1981. For this 2x2, there are two axes : first, traditional (religious) to secular. Second, survival, with a focus on collective basic needs, to self-expression & individualism.\n\nMost models sit in the self-expression half of the map, which makes sense given the training data.\n\nSurprisingly, the models are far apart. Gemini 3.1 Flash Lite & Qwen 3.6 Flash sit as neighbors, furthest in self-expression.\n\nGPT-4o & DeepSeek R1 are near-twins, one trained in San Francisco, one in Hangzhou.\n\nDeepSeek R1 & DeepSeek V4 Flash come from the same lab but lie at opposite ends of the secular / traditional axis.\n\nShared training data & similar labelers explain the near-twins. Different post-training choices explain the strangers. Common Crawl is 46% English 2, so the base voice a model imitates is a college-educated American online. Anthropic then aligns Claude to principles from the UN Declaration of Human Rights\n\n, a liberal document by construction.\n\n[3](#fn:3)Grok is off on its own, a traditional independent.\n\nThis variance changes the shopping list. Every RFP for an enterprise model today scores price, latency, context window, & benchmark scores. Worldview is not on the list. Should it be?\n\nFor code generation, SQL, log parsing, & image classification, that is fine. A computer program has no politics.\n\nThe moment a model is used for business decisions in a specific market, its worldview is a live input. Marketing copy, predictions of user behavior, & customer support tone all have to match the values of the target demographic.\n\nAI worldviews have never been considered as part of AI procurement, but for certain use cases, it may need to become a consideration.", "url": "https://wpnews.pro/news/ai-worldviews", "canonical_source": "https://www.tomtunguz.com/godless-hippies-ai-models-values/", "published_at": "2026-07-06 00:00:00+00:00", "updated_at": "2026-07-07 01:53:29.312549+00:00", "lang": "en", "topics": ["artificial-intelligence", "large-language-models", "ai-ethics", "ai-policy"], "entities": ["The Economist", "Gemini", "Qwen", "GPT-4o", "DeepSeek R1", "DeepSeek V4 Flash", "Anthropic", "Claude"], "alternates": {"html": "https://wpnews.pro/news/ai-worldviews", "markdown": "https://wpnews.pro/news/ai-worldviews.md", "text": "https://wpnews.pro/news/ai-worldviews.txt", "jsonld": "https://wpnews.pro/news/ai-worldviews.jsonld"}}