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/hierarchically-robust-zero-shot-vision-language-models
Subject: Hierarchically Robust Zero-shot Vision-language Models
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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": 23, "author": "Junhao Dong; Yifei Zhang; Hao Zhu; Yew-Soon Ong; Piotr Koniusz"
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": 23, "author": "Junhao Dong; Yifei Zhang; Hao Zhu; Yew-Soon Ong; Piotr Koniusz", "title": "Hierarchically Robust Zero-shot Vision-language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 23, "author": "Junhao Dong; Yifei Zhang; Hao Zhu; Yew-Soon Ong; Piotr Koniusz", "title": "Hierarchically Robust Zero-shot Vision-language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 23, "author": "Junhao Dong; Yifei Zhang; Hao Zhu; Yew-Soon Ong; Piotr Koniusz", "title": "Hierarchically Robust Zero-shot Vision-language Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/hierarchically-robust-zero-shot-vision-language-models
Paper ref
hierarchically-robust-zero-shot-vision-language-models
arXiv id
2604.18867
Generated at
2026-04-22T20:32:55.690Z
Evidence freshness
stale
Last verification
2026-04-22T20:32:55.690Z
Sources
4
References
0
Coverage
67%
Lineage hash
59ba18a40c22d1f5f87097c471c7d5bef76d57fb7868467168b40da64e66db34
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
references