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/efficient-hyperparameter-optimization-for-llm-reinforcement-learning
Subject: Efficient Hyperparameter Optimization for LLM Reinforcement Learning
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": 13, "author": "Minping Chen; Bowen Xiao; Du Liang; Chuxuan Zeng; Zeyi Wen"
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": 13, "author": "Minping Chen; Bowen Xiao; Du Liang; Chuxuan Zeng; Zeyi Wen", "title": "Efficient Hyperparameter Optimization for LLM Reinforcement Learning", "creation date": null, "modification date": null, "kids": []}
Inference
{"file name": "input.pdf", "number of pages": 13, "author": "Minping Chen; Bowen Xiao; Du Liang; Chuxuan Zeng; Zeyi Wen", "title": "Efficient Hyperparameter Optimization for LLM Reinforcement Learning", "creation date": null, "modification date": null, "kids": []}
Hardware
{"file name": "input.pdf", "number of pages": 13, "author": "Minping Chen; Bowen Xiao; Du Liang; Chuxuan Zeng; Zeyi Wen", "title": "Efficient Hyperparameter Optimization for LLM Reinforcement Learning", "creation date": null, "modification date": null, "kids": []}
Receipt path
/buildability/efficient-hyperparameter-optimization-for-llm-reinforcement-learning
Paper ref
efficient-hyperparameter-optimization-for-llm-reinforcement-learning
arXiv id
2606.03073
Generated at
2026-06-03T20:47:43.266Z
Evidence freshness
fresh
Last verification
2026-06-03T20:47:43.266Z
Sources
3
References
0
Coverage
50%
Lineage hash
8ac9c585e8abe6b0c1e40d5f2b9e1da8012fdb1a88e0aa6e0af963880c34fee7
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.
repo_url
references