Buildability / Receipt
LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models
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
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
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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 23, "author": "Zhiyuan Jiang; Weihao Hong; Xinlei Guan; Tejaswi Dhandu; Miles Q. Li; Meng Xu; Kuan Huang; Umamaheswara Rao Tida
Compute
{"file name": "input.pdf", "number of pages": 23, "author": "Zhiyuan Jiang; Weihao Hong; Xinlei Guan; Tejaswi Dhandu; Miles Q. Li; Meng Xu; Kuan Huang; Umamaheswara Rao Tida; Bingyu Shen; Daehan Kwak; Boyang Li", "title": "LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models"
Inference
{"file name": "input.pdf", "number of pages": 23, "author": "Zhiyuan Jiang; Weihao Hong; Xinlei Guan; Tejaswi Dhandu; Miles Q. Li; Meng Xu; Kuan Huang; Umamaheswara Rao Tida; Bingyu Shen; Daehan Kwak; Boyang Li", "title": "LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models"
Hardware
{"file name": "input.pdf", "number of pages": 23, "author": "Zhiyuan Jiang; Weihao Hong; Xinlei Guan; Tejaswi Dhandu; Miles Q. Li; Meng Xu; Kuan Huang; Umamaheswara Rao Tida; Bingyu Shen; Daehan Kwak; Boyang Li", "title": "LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models"
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
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references
Truth Boundary
External gate remains unresolved for live deployment claims.
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.