{
  "id": 5213639,
  "title": "The '3-Character' Catchphrase That the Quality Gate Allowed Became the Model's Habit",
  "url": "https://urgent.news/2026/09/03/the-3-character-catchphrase-that-the-quality-gate-allowed-became-the",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-09-03T00:40:39.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/orca_forge/the-3-character-catchphrase-that-the-quality-gate-allowed-became-the-models-habit-g5a"
  },
  "original_language": "en",
  "account": "A 3-character catchphrase that became the model's habit emerged due to the quality gate in the corpus. Whisper transcribed a short sentence, appending an extra sound of 1-2 characters at the end. This extra sound matched the size of the hallucination that passed through the quality gate. The model learned to add a little sound at the end of short sentences, with the mechanism triggered when speech ended and silence began.",
  "summary": "📝 Originally published (in Japanese) at forge.workstyle.tech . A trained speech model was asked to read a short sentence, and this is what it returned: Input: つまり、こういうことです。 Transcribed output: 「つまり、こういうことです。ヴェー」 Input: 大丈夫ですよ、気にしないでください。 Transcribed output: 「大丈夫ですよ。気にしないでください。いや。」 There was an extra short sound at the end. It was a meaningless sound, 1-2 characters long. The cause was the…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}