Self-Augmenting Retrieval for Diffusion Language Models

Self-Augmenting Retrieval for Diffusion Language Models | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/self-augmenting-retrieval-for-diffusion-language-models

ready

Proof freshness: fresh
Proof status: unverified
Display score: 0/10
Last proof check: 2026-06-06
Score updated: 2026-06-06
Score fresh until: 2026-07-06
References: 0
Source count: 3
Coverage: 50%

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

Agent Handoff

Canonical ID self-augmenting-retrieval-for-diffusion-language-models | Route /signal-canvas/self-augmenting-retrieval-for-diffusion-language-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/self-augmenting-retrieval-for-diffusion-language-models

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "self-augmenting-retrieval-for-diffusion-language-models",
    "query_text": "Summarize Self-Augmenting Retrieval for Diffusion Language Models"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Self-Augmenting Retrieval for Diffusion Language Models",
  "normalized_query": "2606.06474",
  "route": "/signal-canvas/self-augmenting-retrieval-for-diffusion-language-models",
  "paper_ref": "self-augmenting-retrieval-for-diffusion-language-models",
  "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: Self-Augmenting Retrieval for Diffusion Language Models

PDF: https://arxiv.org/pdf/2606.06474v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-06T03:17:24.682Z

Signal Canvas receipt window

Not build-ready: Self-Augmenting Retrieval for Diffusion Language Models

/buildability/self-augmenting-retrieval-for-diffusion-language-models

Ignoreblocked

Subject: Self-Augmenting Retrieval for Diffusion Language Models

Verdict

Ignore

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

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.

Self-Augmenting Retrieval for Diffusion Language Models

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface