ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor

ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor

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: 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 andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor | Route /signal-canvas/andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor",
    "query_text": "Summarize ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor",
  "normalized_query": "2605.04193",
  "route": "/signal-canvas/andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor",
  "paper_ref": "andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor",
  "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: ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor

PDF: https://arxiv.org/pdf/2605.04193v1

Repository: https://github.com/goodfeli/dlbook_notation

Source count: 4

Coverage: 50%

Last proof check: 2026-05-07T20:29:51.745Z

Signal Canvas receipt window

Ready for execution: ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor

/buildability/andre-an-attention-based-neuro-symbolic-differentiable-rule-extractor

Build Nowready

Subject: ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor

Verdict

Build Now

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

ANDRE: An Attention-based Neuro-symbolic Differentiable Rule Extractor

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