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When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

Stale4d agoPending verification refs / 3 sources / Verification pending
Viability
0.0/10

Compared to this week’s papers

Verification pending

Use This Via API or MCP

Use Signal Canvas as the narrative proof surface

Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms

ready
Proof freshness
fresh
Proof status
unverified
Display score
5/10
Last proof check
2026-04-24
Score updated
2026-04-24
Score fresh until
2026-05-24
References
0
Source count
3
Coverage
50%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

Canonical ID when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms | Route /signal-canvas/when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms",
    "query_text": "Summarize When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs",
  "normalized_query": "2604.21911",
  "route": "/signal-canvas/when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms",
  "paper_ref": "when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

PDF: https://arxiv.org/pdf/2604.21911v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-24T20:25:17.547Z

Signal Canvas receipt window

Watch and verify: When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

/buildability/when-prompts-override-vision-prompt-induced-hallucinations-in-lvlms

Watchwatch

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

Structured compute envelope

Insufficient data

No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.

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

Pending verification refs / 3 sources / Verification pending

repo_url

references

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

Paper Conversation

Citation-first answers with explicit evidence receipts, disagreement handling, commercialization framing, and next actions.

Paper Mode

When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

Overall score: 5/10
Lineage: fed9b2c19852

Canonical Paper Receipt

Last verification: 2026-04-24T20:25:17.547Z

Freshness: fresh

Proof: unverified

Repo: missing

References: 0

Sources: 3

Coverage: 50%

Missingness
  • - repo_url
  • - references
  • - proof_status
Unknowns
  • - proof verification has not been recorded yet

Preparing verified analysis

Dimensions overall score 5.0

GitHub Code Pulse

No public code linked for this paper yet.

Key claims

Strong 1Mixed 0Weak 0
Author intelligence and commercialization panels stay hidden until the proof receipt is verified, cites at least 3 references, includes at least 2 sources, and clears 50% coverage. The paper narrative and citation surfaces remain public while verification is pending.

Startup potential card

Startup potential card preview

Related Resources

Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.

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