Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion | Route /signal-canvas/omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion",
    "query_text": "Summarize Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion",
  "normalized_query": "2603.06577",
  "route": "/signal-canvas/omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion",
  "paper_ref": "omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

PDF: https://arxiv.org/pdf/2603.06577v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Watch and verify: Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

/buildability/omni-diffusion-unified-multimodal-understanding-and-generation-with-masked-discrete-diffusion

Watchwatch

Subject: Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

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