manusiawi

Buang corak penulisan AI daripada teks Bahasa Melayu (Malaysia). Humanizer BM-first yang mengesan 'intrusion' Bahasa Indonesia. Strips AI writing patterns from Malaysian Bahasa Melayu text with active Indonesian vocabulary detection. Trigger on 'manusiawi', 'humanize BM', 'humanize Malay', 'betulkan BM', 'terlalu AI', 'remove AI pattern', 'tulis macam manusia', 'sound natural', 'nampak AI', 'bunyi AI', 'terlalu formal', 'bahasa pekeliling'. Detects 32 Malaysian BM patterns (era globalisasi openers, holistik/komprehensif vocabulary, telah di- passive overuse, adalah before adjectives, di mana as conjunction) and flags Indonesian intrusions (kantor/mobil/uang/kamu/banget/gue/dong). Preserves meaning and named entities. Based on Wikipedia's 'Signs of AI writing' and adapted from github.com/blader/humanizer. 24 English patterns for mixed BM-EN content.