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/vlm3-vision-language-models-are-native-3d-learners
Subject: VLM3: Vision Language Models Are Native 3D Learners
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": 16, "author": "Zhipeng Cai; Zhuang Liu; Yunyang Xiong; Zechun Liu; Vikas Chandra; Yangyang Shi"
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": 16, "author": "Zhipeng Cai; Zhuang Liu; Yunyang Xiong; Zechun Liu; Vikas Chandra; Yangyang Shi", "title": "VLM3: Vision Language Models Are Native 3D Learners", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Zhipeng Cai; Zhuang Liu; Yunyang Xiong; Zechun Liu; Vikas Chandra; Yangyang Shi", "title": "VLM3: Vision Language Models Are Native 3D Learners", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Zhipeng Cai; Zhuang Liu; Yunyang Xiong; Zechun Liu; Vikas Chandra; Yangyang Shi", "title": "VLM3: Vision Language Models Are Native 3D Learners", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/vlm3-vision-language-models-are-native-3d-learners
Paper ref
vlm3-vision-language-models-are-native-3d-learners
arXiv id
2605.30561
Generated at
2026-06-01T20:30:21.490Z
Evidence freshness
stale
Last verification
2026-06-01T20:30:21.490Z
Sources
4
References
0
Coverage
67%
Lineage hash
a08980a5d71e98452ad73a53a670fe4c778032053bff40d32a122a2309cf9c63
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.
references
proof_status