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/tlpo-token-level-policy-optimization-for-mitigating-language-confusion-in-large-language-models
Subject: TLPO: Token-Level Policy Optimization for Mitigating Language Confusion 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": 21, "author": "Jinho Choo; JunSeung Lee; Jimyeong Kim; Yeeho Song; S. K. Hong; Yeong-Dae Kwon"
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": 21, "author": "Jinho Choo; JunSeung Lee; Jimyeong Kim; Yeeho Song; S. K. Hong; Yeong-Dae Kwon", "title": "TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 21, "author": "Jinho Choo; JunSeung Lee; Jimyeong Kim; Yeeho Song; S. K. Hong; Yeong-Dae Kwon", "title": "TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 21, "author": "Jinho Choo; JunSeung Lee; Jimyeong Kim; Yeeho Song; S. K. Hong; Yeong-Dae Kwon", "title": "TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/tlpo-token-level-policy-optimization-for-mitigating-language-confusion-in-large-language-models
Paper ref
tlpo-token-level-policy-optimization-for-mitigating-language-confusion-in-large-language-models
arXiv id
2604.26553
Generated at
2026-04-30T15:13:05.616Z
Evidence freshness
stale
Last verification
2026-04-30T15:13:05.616Z
Sources
3
References
0
Coverage
50%
Lineage hash
9a48f3fbef2a7efde0a4ed02ae1facade152a53e22b9c5c4a36aeecab326219a
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