AI models have worldviews, and they differ enough to matter in procurement

AI 世界观

The Economist put 25 frontier models through the World Values Survey. Lab origin matters less than training data and alignment choices: Gemini and Qwen sit as neighbors, GPT-4o and DeepSeek R1 are near-twins, while DeepSeek R1 and V4 Flash are strangers. Worldview is invisible in code generation but becomes a live input in business analysis, forecasting, hiring, and policy work. The post argues that worldview should join price, latency, context window, and benchmarks on enterprise RFPs for certain use cases.

Why it matters: The Economist's World Values Survey applied to 25 frontier models reveals training data and alignment choices outweigh lab origin in shaping model worldview—GPT-4o and DeepSeek R1 are near-twins while same-family models diverge. Strong HKR with concrete pairings and counterint...