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/seeing-isn-t-knowing-do-vlms-know-when-not-to-answer-spatial-questions-and-why
Subject: Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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": "Yue Zhang; Zun Wang; Han Lin; Yonatan Bitton; Idan Szpektor; Mohit Bansal"
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": "Yue Zhang; Zun Wang; Han Lin; Yonatan Bitton; Idan Szpektor; Mohit Bansal", "title": "Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Yue Zhang; Zun Wang; Han Lin; Yonatan Bitton; Idan Szpektor; Mohit Bansal", "title": "Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Yue Zhang; Zun Wang; Han Lin; Yonatan Bitton; Idan Szpektor; Mohit Bansal", "title": "Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/seeing-isn-t-knowing-do-vlms-know-when-not-to-answer-spatial-questions-and-why
Paper ref
seeing-isn-t-knowing-do-vlms-know-when-not-to-answer-spatial-questions-and-why
arXiv id
2605.30557
Generated at
2026-06-01T20:25:06.284Z
Evidence freshness
stale
Last verification
2026-06-01T20:25:06.284Z
Sources
3
References
0
Coverage
50%
Lineage hash
4cbc1900acaf917631650ad0ce760f83f839495dfac206e19e1fdb81e7276d81
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