Buildability / Receipt
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
/buildability/political-bias-audits-of-llms-capture-sycophancy-to-the-inferred-auditor
Subject: Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor
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.
Data
{"file name": "input.pdf", "number of pages": 22, "author": "Petter T\u00f6rnberg; Michelle Schimmel"
Truth Boundary
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.
Compute
{"file name": "input.pdf", "number of pages": 22, "author": "Petter T\u00f6rnberg; Michelle Schimmel", "title": "Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 22, "author": "Petter T\u00f6rnberg; Michelle Schimmel", "title": "Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 22, "author": "Petter T\u00f6rnberg; Michelle Schimmel", "title": "Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/political-bias-audits-of-llms-capture-sycophancy-to-the-inferred-auditor
Paper ref
political-bias-audits-of-llms-capture-sycophancy-to-the-inferred-auditor
arXiv id
2604.27633
Generated at
2026-05-01T15:05:29.319Z
Evidence freshness
stale
Last verification
2026-05-01T15:05:29.319Z
Sources
3
References
0
Coverage
50%
Lineage hash
54dcf2421fada70e4b0ac431da1176ef04b5dc8a41f9e010ba935f762cb1a56c
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.
Some score or evidence fields are outside the preferred freshness window.
repo_url
references