proof blockPage 368%
This equation captures one of the core mathematical components of the system. conditioning step s = 0 B; for other dMLLMs, the
Page and bbox are available; crop image is pending.
Diffusion-CAM: Faithful Visual Explanations for dMLLMs explores Diffusion-CAM is the first interpretability method for diffusion multimodal large language models, providing faithful visual explanations for their parallel generation process.. Commercial viability score: 7/10 in Multimodal AI Interpretability.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/diffusion-cam-faithful-visual-explanations-for-dmllms
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 diffusion-cam-faithful-visual-explanations-for-dmllms | Route /paper/diffusion-cam-faithful-visual-explanations-for-dmllms
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/diffusion-cam-faithful-visual-explanations-for-dmllmsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.11005"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Diffusion-CAM: Faithful Visual Explanations for dMLLMs",
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"route": "/paper/diffusion-cam-faithful-visual-explanations-for-dmllms",
"paper_ref": "diffusion-cam-faithful-visual-explanations-for-dmllms",
"topic_slug": null,
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}Paper proof page receipt window
/buildability/diffusion-cam-faithful-visual-explanations-for-dmllms
Subject: Diffusion-CAM: Faithful Visual Explanations for dMLLMs
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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Dimensions overall score 7.0
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This equation captures one of the core mathematical components of the system. conditioning step s = 0 B; for other dMLLMs, the
Page and bbox are available; crop image is pending.
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Receipt path
/buildability/diffusion-cam-faithful-visual-explanations-for-dmllms
Paper ref
diffusion-cam-faithful-visual-explanations-for-dmllms
arXiv id
2604.11005
Generated at
2026-04-14T16:50:21.559Z
Evidence freshness
stale
Last verification
2026-04-14T16:50:21.559Z
Sources
3
References
0
Coverage
50%
Lineage hash
4b462dc1eb46c20cc5a9f50acd76a962a6b3729af527986d17f3861270c6fe53
Canonical opportunity-kernel lineage hash.
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.
Pending verification refs / 3 sources / Verification pending
repo_url
references
This equation captures one of the core mathematical components of the system. Iimg = {i ∈N : Nbase ≤i < Nbase + H × W}
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This equation captures one of the core mathematical components of the system. F ∈RL×D, we extract image features as
Page and bbox are available; crop image is pending.
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