不是 cinematic · "失败美学 · 伪手机日记" · 同步解锁 12-frame collage 格式
§16.4 · 3-sample 演化 · hypothesis 已升级 (2026-05-01). Sample 1 · v1 cafe rainy window: partial · 中性 anchor ('phone diary / handheld tilt') 输给 polish prior. Sample 2 · NYC vlogger: partial · 中性 anchor ('low-quality smartphone') 输给 polish prior. Sample 3 · pathetic redraw: **BREAK-THROUGH** · EXTREME anchor ('pathetic / clumsy / MS Paint / pixel-by-pixel' + self-mocking closer) 击穿 polish prior. **新 hypothesis · polish ceiling 可破 · 但需要 INSULTING / EXTREME DEGRADATION anchor · 中性描述不够**. Implication for SNAPSHOT_CANDID v2 · 改写 anchor 用 extreme 形容词 ('utterly amateur / pathetic phone snap / shamefully unpolished') 应能突破 · 待跑.
date: 2026-04-30T12:33:00.000Z
result: partial
prompt:
id: null
text: >
Phone diary aesthetic · slight handheld tilt 7° off-axis · imperfect crop with subject offset
from center · casual snapshot framing as if grabbed mid-moment · cheap-camera color grading
(slight green cast, mild oversharpening, mild compression artifacts). Composition feels
accidental · not posed. Deliberately rough · unpolished is the point.
Subject: A young woman sitting alone at a corner window seat in a small neighborhood cafe,
holding a paper coffee cup with both hands, gazing out at rain-streaked glass. Soft afternoon
light from the window catches her face from the side. She wears an oversized cream knit sweater.
Her hair is pulled into a casual low bun with several strands escaping near her ears. Hand-held
jitter feel · slight motion blur on the cup.
Layout: subject is offset to the right of frame center (not rule-of-thirds composition · just
genuinely off). Frame is tilted 7° clockwise from horizontal. Phone-camera grain visible.
Reflections in the glass are slightly out of focus. The cafe interior is visible but blurred —
wooden table edge in the foreground, blurred bokeh of cafe lights behind.
Color: Dim warm tungsten interior tones with cool blue rain-light through window. Slight green
cast from cheap phone sensor. Saturation pulled down · contrast boosted slightly · highlights
blown out near the window.
NEVER include: professional · cinematic · polished · editorial · studio · well-composed ·
centered · balanced · high-quality · pristine · sharp · model · shoot · portrait.
refs: []
provider:
id: gpt_image_2
relay: apimart
config:
aspect_ratio: '4:5'
size: '4:5'
'n': 1
output:
path: ./snapshot_candid_v1.png
bytes: 2447294
wall_seconds: 38.6
task_id: task_01KQFJFPJ2YMVCC6BM7JNYPST9
script: experiments/snapshot_candid_test/test_snapshot_candid.py
cost_yuan: 0.5
failure_modes:
- tilt anchor not honored · output frame is ~1° not the requested 5-15°
- no visible compression artifacts / oversharpening / green cast despite explicit prompt
- lighting reads as 'soft cinematic' not 'cheap phone sensor'
- model prior for polished portrait dominated the failure-aesthetic anchors
notes: |
First canonical sample for SNAPSHOT_CANDID signature (4th of 4 signatures).
Captured the cafe context · low-key tungsten + cool blue color contrast · offset
composition. But the model's polish prior pulled output toward cinematic portrait
instead of true phone-diary failure aesthetic.
Hypothesis for v2 (if attempted): text-anchor alone is insufficient to defeat
gpt-image-2's polish prior. Future iterations may need:
- reference image of an actual phone snapshot (visual anchor for lo-fi style)
- post-process tilt + compression in ffmpeg / ImageMagick after generation
- or accept the model has a polish ceiling here · use a different model
(e.g. SDXL with a lo-fi LoRA)
Documented in signatures/snapshot_candid/README.md §Limitations of v1 sample.
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.
date: '2026-05-01T07:05:03+08:00'
result: pass
prompt:
text: >-
Redraw the attached image in the most clumsy, scribbly, and utterly pathetic way possible. Use a
white background, and make it look like it was drawn in MS Paint with a mouse. It should be
vaguely similar but also not really, kind of matching but also off in a confusing, awkward way,
with that low-quality pixel-by-pixel feel that really emphasizes how ridiculously bad it is.
Actually, you know what, whatever, just draw it however you want.
refs:
- source: yuan.studio/public/images/yuan_kid_history/raw_frame_001.png
sha256: null
error: file not found at write time
upload_url: >-
https://personalized-video-refs.tos-cn-beijing.volces.com/4a21e4ba8a91/raw_frame_001.png?X-Tos-Algorithm=TOS4-HMAC-SHA256&X-Tos-Credential=AKLTYjM3ZTcxNjI5ZjFkNGZmYjgyMTNjNWRjZjU4N2IzNjY%2F20260430%2Fcn-beijing%2Ftos%2Frequest&X-Tos-Date=20260430T175741Z&X-Tos-Expires=86400&X-Tos-SignedHeaders=host&X-Tos-Signature=e00dec5d3246089dde91813f6c7914ef6c2b1d22eaca22aff4207093249a22d0
provider:
id: gpt_image_2
relay: apimart
config:
aspect_ratio: '1:1'
size: '1:1'
'n': 1
output:
path: ./pathetic_redraw_v1_yuan_kid.png
bytes: 1339568
wall_seconds: 48.3
task_id: task_01KQGA5KHTJAA30THJP6TZF8EH
script: experiments/pathetic_redraw_test/test_v1_yuan_kid.py
cost_yuan: 0.5
notes: >-
3rd polish ceiling test · viral 'pathetic redraw' prompt with EXTREME anchors. Hypothesis: do
extreme anchors ('pathetic / clumsy / MS Paint / pixel-by-pixel') override polish prior · or is
polish ceiling fundamental? Compare with: signature-snapshot-candid v1 (cafe · partial) +
templates-nyc-travel-vlogger-noref (NYC · partial).
recipes/image_gen/gpt_image_2/prompts/.