Multimodal Language Models Cannot Spot Spatial Inconsistencies

Multimodal Language Models Cannot Spot Spatial Inconsistencies | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/multimodal-language-models-cannot-spot-spatial-inconsistencies

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 25
Source count: 3
Coverage: 33%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID multimodal-language-models-cannot-spot-spatial-inconsistencies | Route /signal-canvas/multimodal-language-models-cannot-spot-spatial-inconsistencies

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/multimodal-language-models-cannot-spot-spatial-inconsistencies

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "multimodal-language-models-cannot-spot-spatial-inconsistencies",
    "query_text": "Summarize Multimodal Language Models Cannot Spot Spatial Inconsistencies"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Multimodal Language Models Cannot Spot Spatial Inconsistencies",
  "normalized_query": "2604.00799",
  "route": "/signal-canvas/multimodal-language-models-cannot-spot-spatial-inconsistencies",
  "paper_ref": "multimodal-language-models-cannot-spot-spatial-inconsistencies",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 25

Proof: Verification pending

Freshness state: computing

Source paper: Multimodal Language Models Cannot Spot Spatial Inconsistencies

PDF: https://arxiv.org/pdf/2604.00799v1

Source count: 3

Coverage: 33%

Last proof check: 2026-04-02T20:56:02.684Z

Signal Canvas receipt window

Not build-ready: Multimodal Language Models Cannot Spot Spatial Inconsistencies

/buildability/multimodal-language-models-cannot-spot-spatial-inconsistencies

Ignoreblocked

Subject: Multimodal Language Models Cannot Spot Spatial Inconsistencies

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Multimodal Language Models Cannot Spot Spatial Inconsistencies

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