proof blockPage 468%
This equation captures one of the core mathematical components of the system. ¯κw = 1 3 [ κ(cl,gpt) w +κ(cl,gem) w +κ(gpt,gem) w ] . This ¯κw is a protoc
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ValueAlpha: Agreement-Gated Stress Testing of LLM-Judged Investment Rationales Before Returns Are Observable explores ValueAlpha is a stress-testing protocol for LLM-judged investment rationales, ensuring claims are stable and agreed upon before observable returns.. Commercial viability score: 3/10 in AI Finance Evaluation.
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/valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable | Route /paper/valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observableMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.25224"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "ValueAlpha: Agreement-Gated Stress Testing of LLM-Judged Investment Rationales Before Returns Are Observable",
"normalized_query": "2604.25224",
"route": "/paper/valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable",
"paper_ref": "valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable",
"topic_slug": null,
"benchmark_ref": null,
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}Paper proof page receipt window
/buildability/valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable
Subject: ValueAlpha: Agreement-Gated Stress Testing of LLM-Judged Investment Rationales Before Returns Are Observable
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.
Visual citation anchors from the paper document graph.
This equation captures one of the core mathematical components of the system. ¯κw = 1 3 [ κ(cl,gpt) w +κ(cl,gem) w +κ(gpt,gem) w ] . This ¯κw is a protoc
Page and bbox are available; crop image is pending.
Owned Distribution
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References are not available from the internal index yet.
Receipt path
/buildability/valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable
Paper ref
valuealpha-agreement-gated-stress-testing-of-llm-judged-investment-rationales-before-returns-are-observable
arXiv id
2604.25224
Generated at
2026-04-29T02:31:51.197Z
Evidence freshness
fresh
Last verification
2026-04-29T02:31:51.197Z
Sources
3
References
0
Coverage
50%
Lineage hash
5967a1d90c6bb588ebd7b9346823412574dc65e01d3158d8b926d0fdbcc56941
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 / 3 sources / Verification pending
repo_url
references
This equation captures one of the core mathematical components of the system. V (c) = ⟨claim_scope agreement_status, stability_status adversarial_status
Page and bbox are available; crop image is pending.
This equation captures one of the core mathematical components of the system. for BTC and nrecent = 200, nhistorical = 400 for SOL.
Page and bbox are available; crop image is pending.
No public competitor map is available for this paper yet.