Human-Certified Module Repositories for the AI Age explores Introduce a framework for Human-Certified Module Repositories to ensure trustworthy AI-assisted software development.. Commercial viability score: 3/10 in Software Architecture.
Use This Via API or MCP
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/human-certified-module-repositories-for-the-ai-age
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 human-certified-module-repositories-for-the-ai-age | Route /paper/human-certified-module-repositories-for-the-ai-age
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/human-certified-module-repositories-for-the-ai-ageMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2603.02512"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Human-Certified Module Repositories for the AI Age",
"normalized_query": "2603.02512",
"route": "/paper/human-certified-module-repositories-for-the-ai-age",
"paper_ref": "human-certified-module-repositories-for-the-ai-age",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/human-certified-module-repositories-for-the-ai-age
Subject: Human-Certified Module Repositories for the AI Age
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
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.
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
Interactive graph renders after load.
Preparing verified analysis
Dimensions overall score 3.0
No public claim map is available for this paper yet.
No public competitor map is available for this paper yet.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/human-certified-module-repositories-for-the-ai-age
Paper ref
human-certified-module-repositories-for-the-ai-age
arXiv id
2603.02512
Generated at
2026-04-02T02:30:40.136Z
Evidence freshness
fresh
Last verification
2026-04-02T02:30:40.136Z
Sources
0
References
0
Coverage
17%
Lineage hash
4e1414109666323b89fdadf8b141df540e3c057ad2af9c8a3565a5a5f239aed3
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
repo_url
references