Compositional Neuro-Symbolic Reasoning explores A neuro-symbolic framework that enhances LLMs with structured reasoning capabilities for complex problem-solving, achieving significant performance gains on the ARC-AGI-2 benchmark.. Commercial viability score: 7/10 in Neuro-Symbolic Reasoning.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/compositional-neuro-symbolic-reasoning
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 compositional-neuro-symbolic-reasoning | Route /paper/compositional-neuro-symbolic-reasoning
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/compositional-neuro-symbolic-reasoningMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.02434"
}
}source_context
{
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"mode": "paper",
"query": "Compositional Neuro-Symbolic Reasoning",
"normalized_query": "2604.02434",
"route": "/paper/compositional-neuro-symbolic-reasoning",
"paper_ref": "compositional-neuro-symbolic-reasoning",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/compositional-neuro-symbolic-reasoning
Subject: Compositional Neuro-Symbolic Reasoning
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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Insufficient data
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Structured compute envelope
Insufficient data
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Preparing verified analysis
Dimensions overall score 7.0
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Receipt path
/buildability/compositional-neuro-symbolic-reasoning
Paper ref
compositional-neuro-symbolic-reasoning
arXiv id
2604.02434
Generated at
2026-04-06T20:16:10.654Z
Evidence freshness
fresh
Last verification
2026-04-06T20:16:10.654Z
Sources
0
References
0
Coverage
0%
Lineage hash
1ac28e771c02b7950d405bd03cdb38e6ae296d5f5e4c91b79efac751261cf0f3
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Verification pending / evidence receipt incomplete
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