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/quantifying-faithful-confidence-expression-in-large-reasoning-models
Subject: Quantifying Faithful Confidence Expression in Large Reasoning Models
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": 35, "author": "Areeb Gani; Asal Meskin; Gabrielle Kaili-May Liu; Arman Cohan"
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": 35, "author": "Areeb Gani; Asal Meskin; Gabrielle Kaili-May Liu; Arman Cohan", "title": "Quantifying Faithful Confidence Expression in Large Reasoning Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 35, "author": "Areeb Gani; Asal Meskin; Gabrielle Kaili-May Liu; Arman Cohan", "title": "Quantifying Faithful Confidence Expression in Large Reasoning Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 35, "author": "Areeb Gani; Asal Meskin; Gabrielle Kaili-May Liu; Arman Cohan", "title": "Quantifying Faithful Confidence Expression in Large Reasoning Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/quantifying-faithful-confidence-expression-in-large-reasoning-models
Paper ref
quantifying-faithful-confidence-expression-in-large-reasoning-models
arXiv id
2606.03969
Generated at
2026-06-03T20:32:57.338Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:57.338Z
Sources
4
References
0
Coverage
83%
Lineage hash
821aa22456c888751c302fb65e8737833642e266cef33620c9db8825a7521573
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.
Canonical opportunity-kernel evidence is available for this receipt window.
references