Buildability / Receipt
The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
Watch and verify: The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications
/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.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 11, "author": "Zhenyu Zhao; Aparna Balagopalan; Adi Agrawal; Dilshoda Yergasheva; Waseem Alshikh; Daniel M. Bikel"
Compute
{"file name": "input.pdf", "number of pages": 11, "author": "Zhenyu Zhao; Aparna Balagopalan; Adi Agrawal; Dilshoda Yergasheva; Waseem Alshikh; Daniel M. Bikel", "title": "The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 11, "author": "Zhenyu Zhao; Aparna Balagopalan; Adi Agrawal; Dilshoda Yergasheva; Waseem Alshikh; Daniel M. Bikel", "title": "The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 11, "author": "Zhenyu Zhao; Aparna Balagopalan; Adi Agrawal; Dilshoda Yergasheva; Waseem Alshikh; Daniel M. Bikel", "title": "The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications", "creation date": null, "modification date": null, "kids": []}
Evidence ids
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
Freshness
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%
Hash state
Lineage hash
a5b8725ecf2f5f9c608d8465cd1a32ca75228e9935133872f7b2f57dcbf55eb7
Canonical opportunity-kernel lineage hash.
Signature state
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.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.