AI Intelligence | Beware the Benchmark Trap!

⚠️ Urgent Alert — Flash Radio is tracking this situation in real time. The West has fallen into a metrological illusion where weekly gold rankings declare 'AI supremacy' based on benchmarks that have become true theater pieces. These tests, like MMLU or HumanEval, measure accuracy percentages on school-like exams, which resembles evaluating military power by counting archery medals. ⏱️ 1 min read The facts and recent developments The reality is far more complex: current benchmarking techniques are outdated. Frontier models are overtrained to pass tests, knowing answers before even facing them. These benchmarks measure static, lab-based performance, without considering the true nature of the technological war: infrastructure power, systemic agility, and especially strategic unpredictability. Declaring the United States the winner today based on OpenAI or Anthropic benchmarks is a strategic error. 'AI supremacy' 'Data Routing from East to West' The race for giants is happening under the hood. The United States favors the 'brutal scaling law': parameter injection, terawatt consumption, and stacking billions. Their model is ultra-performant on paper but heavy and costly. China, deprived of brute force by sanctions, has developed an extreme optimization culture. Its model is more agile, better adapted to constraints, as evidenced by the DeepSeek episode. ⚡ Key Points ▸ These benchmarks measure static, lab-based performance, without considering the true nature of the technological war: infrastructure power, systemic agility, and especially strategic unpredictability. ▸ Declaring the United States the winner today based on