Buildability / Receipt
Prefill-Time Intervention for Mitigating Hallucination in Large 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
Ready for execution: Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models
/buildability/prefill-time-intervention-for-mitigating-hallucination-in-large-vision-language-models
Subject: Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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": 18, "author": "Chengsheng Zhang; Chenghao Sun; Xinyan Jiang; Wei Li; Xinmei Tian"
Compute
{"file name": "input.pdf", "number of pages": 18, "author": "Chengsheng Zhang; Chenghao Sun; Xinyan Jiang; Wei Li; Xinmei Tian", "title": "Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 18, "author": "Chengsheng Zhang; Chenghao Sun; Xinyan Jiang; Wei Li; Xinmei Tian", "title": "Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 18, "author": "Chengsheng Zhang; Chenghao Sun; Xinyan Jiang; Wei Li; Xinmei Tian", "title": "Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/prefill-time-intervention-for-mitigating-hallucination-in-large-vision-language-models
Paper ref
prefill-time-intervention-for-mitigating-hallucination-in-large-vision-language-models
arXiv id
2604.25642
Freshness
Generated at
2026-04-29T02:30:39.031Z
Evidence freshness
fresh
Last verification
2026-04-29T02:30:39.031Z
Sources
4
References
0
Coverage
67%
Hash state
Lineage hash
333aed053a55a0b6bfef534642569923c4583c74186ed12fd6b7b9e2a23dc158
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: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
references
proof_status
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.