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/what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustness
Subject: What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness
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": 11, "author": "Yusheng He; Jizhe Zhou; Xia Du; Zheng Lin; Jun Luo; Jiancheng Lv"
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": 11, "author": "Yusheng He; Jizhe Zhou; Xia Du; Zheng Lin; Jun Luo; Jiancheng Lv", "title": "What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 11, "author": "Yusheng He; Jizhe Zhou; Xia Du; Zheng Lin; Jun Luo; Jiancheng Lv", "title": "What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 11, "author": "Yusheng He; Jizhe Zhou; Xia Du; Zheng Lin; Jun Luo; Jiancheng Lv", "title": "What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustness
Paper ref
what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustness
arXiv id
2605.30911
Generated at
2026-06-01T20:23:22.590Z
Evidence freshness
stale
Last verification
2026-06-01T20:23:22.590Z
Sources
3
References
0
Coverage
50%
Lineage hash
186bbda45cc8f499f2861557a4febece5cab59284b2875b30c6965ee914e4d6f
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