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/fully-automated-identification-of-lexical-alignment-and-preference-stage-shifts-in-large-language-models
Subject: Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language 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": 16, "author": "Thomas Stephan Juzek; Xiaoyang Ming; Jose A. Hernandez"
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": 16, "author": "Thomas Stephan Juzek; Xiaoyang Ming; Jose A. Hernandez", "title": "Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 16, "author": "Thomas Stephan Juzek; Xiaoyang Ming; Jose A. Hernandez", "title": "Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 16, "author": "Thomas Stephan Juzek; Xiaoyang Ming; Jose A. Hernandez", "title": "Fully Automated Identification of Lexical Alignment and Preference-Stage Shifts in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/fully-automated-identification-of-lexical-alignment-and-preference-stage-shifts-in-large-language-models
Paper ref
fully-automated-identification-of-lexical-alignment-and-preference-stage-shifts-in-large-language-models
arXiv id
2606.03165
Generated at
2026-06-03T20:32:59.918Z
Evidence freshness
fresh
Last verification
2026-06-03T20:32:59.918Z
Sources
4
References
0
Coverage
83%
Lineage hash
82a890735aaf383120f557cec1f70a332ae167dee30ce1bbf19caa6ff7754047
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