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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

Build Nowready

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

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.