The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications explores Benchmarking LLM sycophancy in agentic financial tasks and evaluating recovery methods.. Commercial viability score: 6/10 in LLM Safety.
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/the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications
Page-specific freshness sourced from this paper's evidence receipt and score bundle.
Agent Handoff
Canonical ID the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications | Route /paper/the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applicationsMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.24668"
}
}source_context
{
"surface": "paper",
"mode": "paper",
"query": "The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications",
"normalized_query": "2604.24668",
"route": "/paper/the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications",
"paper_ref": "the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications
Subject: The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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 6.0
No public competitor map is available for this paper yet.
Owned Distribution
Get the weekly shortlist of commercializable papers, benchmark movers, and proof receipts that matter for product execution.
References are not available from the internal index yet.
Receipt path
/buildability/the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications
Paper ref
the-price-of-agreement-measuring-llm-sycophancy-in-agentic-financial-applications
arXiv id
2604.24668
Generated at
2026-04-28T15:18:51.969Z
Evidence freshness
fresh
Last verification
2026-04-28T15:18:51.969Z
Sources
3
References
0
Coverage
50%
Lineage hash
a5b8725ecf2f5f9c608d8465cd1a32ca75228e9935133872f7b2f57dcbf55eb7
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