Beat detection built on keyword frequency is structurally blind to context, and this event makes the failure mode concrete. The posts that fired the detector are short YouTube comments on an Indonesian-language video titled 'Bukan Asisten Lagi?! BUBBLE Jadi MUSUH UTAMA di TADC!' [5] — a fan analysis of The Amazing Digital Circus Episode 8. Commenters noting that Bubble 'kayaknya penjahat sebenarnya' share a word with Chalmers but not a subject. The detector cannot tell the difference, and no automated system built on surface lexical matching ever will.