Buildability / Receipt
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
/buildability/hp-edit-a-human-preference-post-training-framework-for-image-editing
Subject: HP-Edit: A Human-Preference Post-Training Framework for Image Editing
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Data
{"file name": "input.pdf", "number of pages": 26, "author": "Fan Li; Chonghuinan Wang; Lina Lei; Yuping Qiu; Jiaqi Xu; Jiaxiu Jiang; Xinran Qin; Zhikai Chen; Fenglong Song
Truth Boundary
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.
Compute
{"file name": "input.pdf", "number of pages": 26, "author": "Fan Li; Chonghuinan Wang; Lina Lei; Yuping Qiu; Jiaqi Xu; Jiaxiu Jiang; Xinran Qin; Zhikai Chen; Fenglong Song; Zhixin Wang; Renjing Pei; Wangmeng Zuo", "title": "HP-Edit: A Human-Preference Post-Training Framework for Image Editing", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 26, "author": "Fan Li; Chonghuinan Wang; Lina Lei; Yuping Qiu; Jiaqi Xu; Jiaxiu Jiang; Xinran Qin; Zhikai Chen; Fenglong Song; Zhixin Wang; Renjing Pei; Wangmeng Zuo", "title": "HP-Edit: A Human-Preference Post-Training Framework for Image Editing", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 26, "author": "Fan Li; Chonghuinan Wang; Lina Lei; Yuping Qiu; Jiaqi Xu; Jiaxiu Jiang; Xinran Qin; Zhikai Chen; Fenglong Song; Zhixin Wang; Renjing Pei; Wangmeng Zuo", "title": "HP-Edit: A Human-Preference Post-Training Framework for Image Editing", "creation date": null
Receipt path
/buildability/hp-edit-a-human-preference-post-training-framework-for-image-editing
Paper ref
hp-edit-a-human-preference-post-training-framework-for-image-editing
arXiv id
2604.19406
Generated at
2026-04-22T20:32:44.310Z
Evidence freshness
stale
Last verification
2026-04-22T20:32:44.310Z
Sources
4
References
244
Coverage
83%
Lineage hash
31c6ed6b1097c2225fa9cb53ec8e49935e5f5949048c9f53033f78cffda4d01c
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Some score or evidence fields are outside the preferred freshness window.
repo_url