SpecPL: Disentangling Spectral Granularity for Prompt Learning

SpecPL: Disentangling Spectral Granularity for Prompt Learning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/specpl-disentangling-spectral-granularity-for-prompt-learning

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-07
Score updated: 2026-05-07
Score fresh until: 2026-06-06
References: 0
Source count: 4
Coverage: 67%

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 specpl-disentangling-spectral-granularity-for-prompt-learning | Route /signal-canvas/specpl-disentangling-spectral-granularity-for-prompt-learning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/specpl-disentangling-spectral-granularity-for-prompt-learning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "specpl-disentangling-spectral-granularity-for-prompt-learning",
    "query_text": "Summarize SpecPL: Disentangling Spectral Granularity for Prompt Learning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "SpecPL: Disentangling Spectral Granularity for Prompt Learning",
  "normalized_query": "2605.04504",
  "route": "/signal-canvas/specpl-disentangling-spectral-granularity-for-prompt-learning",
  "paper_ref": "specpl-disentangling-spectral-granularity-for-prompt-learning",
  "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: SpecPL: Disentangling Spectral Granularity for Prompt Learning

PDF: https://arxiv.org/pdf/2605.04504v1

Repository: https://github.com/Mlrac1e/SpecPL-Prompt-Learning

Source count: 4

Coverage: 67%

Last proof check: 2026-05-07T20:28:14.141Z

Signal Canvas receipt window

Ready for execution: SpecPL: Disentangling Spectral Granularity for Prompt Learning

/buildability/specpl-disentangling-spectral-granularity-for-prompt-learning

Build Nowready

Subject: SpecPL: Disentangling Spectral Granularity for Prompt Learning

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

SpecPL: Disentangling Spectral Granularity for Prompt Learning

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