Buildability / Receipt
Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs
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: Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs
/buildability/aligning-with-your-own-voice-self-corrected-preference-learning-for-hallucination-mitigation-in-lvlms
Subject: Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs
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": 21, "author": "Byeonggeuk Lim; JungMin Yun; Junehyoung Kwon; Kyeonghyun Kim; YoungBin Kim"
Compute
{"file name": "input.pdf", "number of pages": 21, "author": "Byeonggeuk Lim; JungMin Yun; Junehyoung Kwon; Kyeonghyun Kim; YoungBin Kim", "title": "Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 21, "author": "Byeonggeuk Lim; JungMin Yun; Junehyoung Kwon; Kyeonghyun Kim; YoungBin Kim", "title": "Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 21, "author": "Byeonggeuk Lim; JungMin Yun; Junehyoung Kwon; Kyeonghyun Kim; YoungBin Kim", "title": "Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/aligning-with-your-own-voice-self-corrected-preference-learning-for-hallucination-mitigation-in-lvlms
Paper ref
aligning-with-your-own-voice-self-corrected-preference-learning-for-hallucination-mitigation-in-lvlms
arXiv id
2604.24395
Freshness
Generated at
2026-04-28T15:17:54.209Z
Evidence freshness
fresh
Last verification
2026-04-28T15:17:54.209Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
2c961532984784febe825742da9cfc276213dd0b8fd276c88ddcd4663068e26e
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.