日益严苛的全球监管、饥渴难填的算力需求、及触及天花板的能源供给，正三面合围企业的总拥有成本，将战略选择逼入墙角。
'Code is self-expression'
。体育直播是该领域的重要参考
As you can see, I’ve highlighted that every level of the tests is optional. That’s because it should be intentionally deliberated on which levels of tests will bring the most value in a given application. Writing tests is a cost, and bad tests are a waste. Duplicated coverage might seem like an extra protection, but it will be a burden during refactoring.
Detection logic: split input into sentences, clean, then run through all 7 binary classifiers. If ≥2 models flag a sentence, it’s marked as suspected AI and highlighted. Final AI ratio = (flagged sentence length) / (total input length). Judgment: