DCD: Domain-Oriented Design for Controlled Retrieval-Augmented Generation explores DCD is a domain-oriented design for controlled RAG that structures knowledge hierarchically and uses multi-stage routing to improve factual accuracy and answer relevance without modifying the base LLM.. Commercial viability score: 7/10 in Retrieval-Augmented Generation.
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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/dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation
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 dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation | Route /paper/dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/dcd-domain-oriented-design-for-controlled-retrieval-augmented-generationMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.07590"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "DCD: Domain-Oriented Design for Controlled Retrieval-Augmented Generation",
"normalized_query": "2604.07590",
"route": "/paper/dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation",
"paper_ref": "dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation
Subject: DCD: Domain-Oriented Design for Controlled Retrieval-Augmented Generation
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation
Paper ref
dcd-domain-oriented-design-for-controlled-retrieval-augmented-generation
arXiv id
2604.07590
Generated at
2026-04-10T20:18:33.230Z
Evidence freshness
stale
Last verification
2026-04-10T20:18:33.230Z
Sources
4
References
0
Coverage
83%
Lineage hash
d88682e5cbfc6784836e0d89a6090d2370a5ad823cdba02fd3ad5f0389937d8f
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.
Pending verification refs / 4 sources / Verification pending
references
Constellation, claims, and market context stay visible on the paper proof page even when commercialization rails are held back for incomplete proof receipts.
Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
No public claim map is available for this paper yet.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. D(Q, A) — the direct-answer criterion P(Q, A) — the completeness criterion Sp(Q, A) — the specificity criterion V (A) —
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. S(Q, A) = D(Q, A) ∧P(Q, A) ∧Sp(Q, A) ∧¬V (A)
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. N X i=1 U(Ci, Ai) SB CR = N
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.
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References are not available from the internal index yet.