proof blockPage 268%
This equation captures one of the core mathematical components of the system. T X t=1 log p(wt|x<t; θ) θ = arg max θ
Page and bbox are available; crop image is pending.
Luwen Technical Report explores Luwen is an open-source Chinese legal language model that adapts general-purpose LLMs to the legal domain through continual pre-training, instruction tuning, and retrieval-augmented generation.. Commercial viability score: 7/10 in Legal AI.
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/luwen-technical-report
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 luwen-technical-report | Route /paper/luwen-technical-report
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/luwen-technical-reportMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.06737"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Luwen Technical Report",
"normalized_query": "2604.06737",
"route": "/paper/luwen-technical-report",
"paper_ref": "luwen-technical-report",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/luwen-technical-report
Subject: Luwen Technical Report
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.
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 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. T X t=1 log p(wt|x<t; θ) θ = arg max θ
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. Q1 = (s1 + s2 + s3)/(3 ×
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/luwen-technical-report
Paper ref
luwen-technical-report
arXiv id
2604.06737
Generated at
2026-04-10T00:14:53.889Z
Evidence freshness
stale
Last verification
2026-04-10T00:14:53.889Z
Sources
3
References
19
Coverage
83%
Lineage hash
4ff6ca7f70a59b8b800ba883aa2d4ce09d627c52d133d198ecee49e6a1887550
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.
19 refs / 3 sources / Verification pending
proof_status
proof verification has not been recorded yet
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. Q3 = (s6 + s7 + s8)/(3 ×
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.