Buildability / Receipt
When Prompts Override Vision: Prompt-Induced Hallucinations 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: When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs
/buildability/when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms
Subject: When Prompts Override Vision: Prompt-Induced Hallucinations 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": 29, "author": "Pegah Khayatan; Jayneel Parekh; Arnaud Dapogny; Mustafa Shukor; Alasdair Newson; Matthieu Cord"
Compute
{"file name": "input.pdf", "number of pages": 29, "author": "Pegah Khayatan; Jayneel Parekh; Arnaud Dapogny; Mustafa Shukor; Alasdair Newson; Matthieu Cord", "title": "When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 29, "author": "Pegah Khayatan; Jayneel Parekh; Arnaud Dapogny; Mustafa Shukor; Alasdair Newson; Matthieu Cord", "title": "When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 29, "author": "Pegah Khayatan; Jayneel Parekh; Arnaud Dapogny; Mustafa Shukor; Alasdair Newson; Matthieu Cord", "title": "When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs", "creation date": null, "modification date": null, "kids": []}
Evidence ids
Receipt path
/buildability/when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms
Paper ref
when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms
arXiv id
2604.21911
Freshness
Generated at
2026-04-24T20:25:17.547Z
Evidence freshness
fresh
Last verification
2026-04-24T20:25:17.547Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
fed9b2c19852a486331a0278ceb132fdd74ba77b16952a78e7b09fc75b62e0e9
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.