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Dissecting AI Trading: Behavioral Finance and Market Bubbles explores AI agents trained on LLMs exhibit behavioral finance patterns and can be manipulated via prompt engineering to influence market bubbles.. Commercial viability score: 3/10 in AI Agents in Finance.
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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/dissecting-ai-trading-behavioral-finance-and-market-bubbles
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID dissecting-ai-trading-behavioral-finance-and-market-bubbles | Route /paper/dissecting-ai-trading-behavioral-finance-and-market-bubbles
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/dissecting-ai-trading-behavioral-finance-and-market-bubblesMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.18373"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "Dissecting AI Trading: Behavioral Finance and Market Bubbles",
"normalized_query": "2604.18373",
"route": "/paper/dissecting-ai-trading-behavioral-finance-and-market-bubbles",
"paper_ref": "dissecting-ai-trading-behavioral-finance-and-market-bubbles",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/dissecting-ai-trading-behavioral-finance-and-market-bubbles
Subject: Dissecting AI Trading: Behavioral Finance and Market Bubbles
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
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Dimensions overall score 3.0
Visual citation anchors from the paper document graph.
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Receipt path
/buildability/dissecting-ai-trading-behavioral-finance-and-market-bubbles
Paper ref
dissecting-ai-trading-behavioral-finance-and-market-bubbles
arXiv id
2604.18373
Generated at
2026-04-21T04:19:12.254Z
Evidence freshness
fresh
Last verification
2026-04-21T04:19:12.254Z
Sources
3
References
0
Coverage
50%
Lineage hash
bf7fcc71d0763831fc012e03785461945347639246c9388170d1ca71058297c8
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
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until the constraint P p × q ≤Ct is satisfied.
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q · ⊮{p′≥p}
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