LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/llm-as-judge-framework-for-evaluating-tone-induced-hallucination-in-vision-language-models
- Proof freshness
- fresh
- Proof status
- unverified
- Display score
- 6/10
- Last proof check
- 2026-04-22
- Score updated
- 2026-04-22
- Score fresh until
- 2026-05-22
- References
- 0
- Source count
- 3
- Coverage
- 50%
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models
Canonical ID llm-as-judge-framework-for-evaluating-tone-induced-hallucination-in-vision-language-models | Route /signal-canvas/llm-as-judge-framework-for-evaluating-tone-induced-hallucination-in-vision-language-models
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/llm-as-judge-framework-for-evaluating-tone-induced-hallucination-in-vision-language-modelsMCP example
{
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}Evidence Receipt
Route status: buildingClaims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models
PDF: https://arxiv.org/pdf/2604.18803v1
Source count: 3
Coverage: 50%
Last proof check: 2026-04-22T20:31:38.578Z
Signal Canvas receipt window
Watch and verify: LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models
/buildability/llm-as-judge-framework-for-evaluating-tone-induced-hallucination-in-vision-language-models
Subject: LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models
Verdict
Watch
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Time to first demo
Insufficient data
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Structured compute envelope
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No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Evidence ids
Receipt path
/buildability/llm-as-judge-framework-for-evaluating-tone-induced-hallucination-in-vision-language-models
Paper ref
llm-as-judge-framework-for-evaluating-tone-induced-hallucination-in-vision-language-models
arXiv id
2604.18803
Freshness
Generated at
2026-04-22T20:31:38.578Z
Evidence freshness
fresh
Last verification
2026-04-22T20:31:38.578Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
8a284ccd286b8f327035b2bc00000432e61c638a897623be530e2f7db2d08902
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Pending verification refs / 3 sources / Verification pending
repo_url
references
Paper Conversation
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LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models
Canonical Paper Receipt
Last verification: 2026-04-22T20:31:38.578ZFreshness: fresh
Proof: unverified
Repo: missing
References: 0
Sources: 3
Coverage: 50%
- - repo_url
- - references
- - proof_status
- - proof verification has not been recorded yet
Preparing verified analysis
Dimensions overall score 6.0
GitHub Code Pulse
No public code linked for this paper yet.
Key claims
Startup potential card
Related Resources
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