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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

Watchwatch

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

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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.