{
  "hook_discovery": {
    "source_post": "Deciding my major / is IR the correct choice?",
    "the_raw_detail": "24 (turning 25) year old guy from Norway... bachelor in mandarin chinese (the bachelor basically just give us hsk3 chinese and a year abroad possibly gaining hsk4 so the bachelor itself is absolutely useless in my country)",
    "why_this_hooks": "A 25-year-old spent 3+ years getting a degree that only teaches him the Chinese proficiency of a motivated hobbyist with Duolingo. He's now panicking about being 'too old' to start over.",
    "the_open_loop": "How did a university charge someone for years of tuition to achieve what free apps can do in months?"
  },
  "video_angle": {
    "title": "I spent 4 years getting a degree that taught me less Chinese than Duolingo",
    "first_five_seconds": "I just realized my entire bachelor's degree gave me the Chinese level of someone who used a free app for 8 months.",
    "the_revelation": "Many language degrees at western universities are designed to get you to 'intermediate' level \u2014 something achievable for free \u2014 then charge you $40k+ for cultural context courses that don't improve employability.",
    "emotional_payoff": "validated"
  },
  "hookability_score": {
    "specificity": "4 - Has specific detail (HSK3 level, 25 years old, Norway) but no dollar figure",
    "counterintuitiveness": "4 - Challenges assumption that university degrees provide more value than self-study",
    "emotional_charge": "3 - Relatable frustration but lacks outrage-inducing stakes",
    "open_loop_strength": "3 - Moderately curious but not urgent",
    "overall": "3.5"
  },
  "verdict": "NEEDS_RESEARCH",
  "verdict_reasoning": "The 'useless degree' angle has potential but needs research into actual HSK level comparisons, tuition costs, and employment outcomes to transform this from venting into a shocking expos\u00e9."
}