Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
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Page Freshness
Canonical route: /signal-canvas/what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustness
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustness | Route /signal-canvas/what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustness
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustnessMCP example
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"paper_ref": "what-makes-lvlms-hallucinate-less-unveiling-the-architectural-factors-behind-hallucination-robustness",
"query_text": "Summarize What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness"
}
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"query": "What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness",
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"topic_slug": null,
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}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: What Makes LVLMs Hallucinate Less? Unveiling the Architectural Factors Behind Hallucination Robustness
PDF: https://arxiv.org/pdf/2605.30911v1
Source count: 3
Coverage: 50%
Last proof check: 2026-06-01T20:23:22.590Z
Signal Canvas 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.
Preparing verified analysis
Dimensions overall score 7.0
No public code linked for this paper yet.
{"file name": "input.pdf", "number of pages": 11, "author": "Yusheng He; Jizhe Zhou; Xia Du; Zheng Lin; Jun Luo; Jiancheng Lv"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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.
Pending verification refs / 3 sources / Verification pending
repo_url
references