VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation

VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-04
Score updated: 2026-05-04
Score fresh until: 2026-06-03
References: 0
Source count: 3
Coverage: 50%

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 vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation | Route /signal-canvas/vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation",
    "query_text": "Summarize VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation",
  "normalized_query": "2605.00354",
  "route": "/signal-canvas/vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation",
  "paper_ref": "vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation",
  "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: VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation

PDF: https://arxiv.org/pdf/2605.00354v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-04T20:23:11.067Z

Signal Canvas receipt window

Watch and verify: VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation

/buildability/vq-sad-vector-quantized-structure-aware-diffusion-for-molecule-generation

Watchwatch

Subject: VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation

Verdict

Watch

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

VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation

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Signal Canvas proof surface