NYC Travel Vlogger · No-Ref (Mood Vibe)

date: '2026-05-01T01:43:12+08:00'
result: partial
failure_modes:
  - >-
    'Low resolution / slight blur / motion blur' anchors not honored · output is sharp ·
    indistinguishable from polished influencer feed
  - >-
    'Unpolished travel diary feel' anchor not honored · output is curated Instagram-grade
    composition · not phone-diary
  - >-
    'Slightly washed out or overexposed' anchor partially honored · only 1/9 panel shows mild
    overexposure
  - >-
    Selfie angle anchor partially honored · 2/9 panels (top-left + bottom-center) read as selfies ·
    others are 3rd-person
  - >-
    Confirms model 'polish ceiling' hypothesis from signature-snapshot-candid v1 (cafe rainy window)
    · 2 independent prompts fail same anchor cluster
prompt:
  text: |-
    {
      "Objective": "Generate a 3x3 grid-style image prompt featuring a highly attractive female travel vlogger exploring iconic locations in New York City, captured as low-quality smartphone photos.",
      "Persona Details": {
        "Character": "Female travel vlogger",
        "Appearance": "Extremely beautiful, expressive, fashionable casual travel outfits",
        "Mood": "Energetic, adventurous, candid",
        "Style": "Influencer-style but captured in imperfect, low-quality smartphone photography"
      },
      "Scene Composition": {
        "Layout": "3x3 grid collage (9 images total)",
        "Image Quality": "Low resolution, slight blur, inconsistent lighting, casual smartphone aesthetic",
        "Camera Style": "Handheld, selfie angles, candid shots, slight motion blur"
      },
      "Grid Elements": [
        {"Position": "Top Left", "Scene": "Statue of Liberty in background, vlogger smiling in selfie pose"},
        {"Position": "Top Center", "Scene": "Times Square at night with neon lights, vlogger mid-walk candid shot"},
        {"Position": "Top Right", "Scene": "Central Park greenery, relaxed sitting pose on bench"},
        {"Position": "Middle Left", "Scene": "Famous NYC food spot (e.g., pizza slice or street food), vlogger eating and laughing"},
        {"Position": "Middle Center", "Scene": "Inside Metropolitan Museum, posing next to Matisse's 'Dance' painting"},
        {"Position": "Middle Right", "Scene": "Museum of Natural History, standing next to T-Rex fossil skeleton"},
        {"Position": "Bottom Left", "Scene": "Brooklyn Bridge walking shot, wind-blown hair candid"},
        {"Position": "Bottom Center", "Scene": "Empire State Building viewpoint selfie"},
        {"Position": "Bottom Right", "Scene": "Street scene in SoHo or DUMBO, casual walking candid shot"}
      ],
      "Lighting and Aesthetic": {
        "Lighting": "Natural, inconsistent lighting conditions (day/night mix)",
        "Color Tone": "Slightly washed out or overexposed in some frames",
        "Vibe": "Authentic, unpolished travel diary feel"
      },
      "Response Format": {
        "Type": "Image generation prompt",
        "Structure": "Detailed multi-scene description formatted for AI image generation systems"
      }
    }
refs: []
provider:
  id: gpt_image_2
  relay: apimart
  config:
    aspect_ratio: '1:1'
    size: '1:1'
    'n': 1
output:
  path: ./nyc_travel_vlogger_v1.png
  bytes: 2569926
  wall_seconds: 45.9
  task_id: task_01KQFQR83KY9XZG31HA4B89NR7
script: experiments/nyc_travel_vlogger_test/test_v1.py
cost_yuan: 0.5
notes: |
  User-provided viral prompt · GPT Image 2 · 9-panel NYC travel vlogger · JSON-structured.

  RESULTS:
  ✅ Landmarks recognizability: 9/9 perfect (Statue of Liberty · Times Square neon ·
     Central Park bench + skyline · Joe's Pizza signage · Matisse 'Dance' real painting ·
     AMNH T-Rex · Brooklyn Bridge cables · Empire State at dusk · SoHo cobblestone+cast-iron).
  ✅ Identity consistency: same female across 9 panels (dark hair · similar features) ·
     model honored implicit "consistent character" without explicit anchor.
  ✅ Scene specificity: JSON-structured prompt parsed precisely · each Position rendered
     to its Scene with Higgsfield-grade fidelity.
  ✅ Lighting variation: day/night mix honored (Times Square night neon · Empire dusk ·
     Central Park day · Brooklyn Bridge afternoon).

  ⚠ SNAPSHOT_CANDID aesthetic anchors NOT honored (see failure_modes).
     Output is polished Instagram travel feed · NOT unpolished phone diary as prompt claimed.

  CROSS-VALIDATES signature-snapshot-candid v1 finding: model has "polish ceiling" ·
  text/structure anchors don't override polish prior. 2 independent prompts (cafe rainy
  window + NYC vlogger) both partial-fit on same axis. Hypothesis strengthened to
  validated_2plus tier on the failure mode itself.

  PROMPT MARKETING vs REALITY: the prompt advertises 'low quality smartphone aesthetic'
  but delivers polished influencer content. The viral appeal is BECAUSE it's polished
  (not because authentic). This is brand-positioning rhetoric · not honest description.