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/smaller-models-are-natural-explorers-for-policy-level-diversity-in-grpo
Subject: Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
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": 15, "author": "Yiming Ren; Yiran Xu; Zicheng Lin; Chufan Shi; Yukang Chen; Dingdong Wang; Tianhe Wu; Junjie Wang; Yujiu Yang; Yu Qiao
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": 15, "author": "Yiming Ren; Yiran Xu; Zicheng Lin; Chufan Shi; Yukang Chen; Dingdong Wang; Tianhe Wu; Junjie Wang; Yujiu Yang; Yu Qiao; Ruihang Chu", "title": "Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO", "creation date": null
Inference
{"file name": "input.pdf", "number of pages": 15, "author": "Yiming Ren; Yiran Xu; Zicheng Lin; Chufan Shi; Yukang Chen; Dingdong Wang; Tianhe Wu; Junjie Wang; Yujiu Yang; Yu Qiao; Ruihang Chu", "title": "Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO", "creation date": null
Hardware
{"file name": "input.pdf", "number of pages": 15, "author": "Yiming Ren; Yiran Xu; Zicheng Lin; Chufan Shi; Yukang Chen; Dingdong Wang; Tianhe Wu; Junjie Wang; Yujiu Yang; Yu Qiao; Ruihang Chu", "title": "Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO", "creation date": null
Receipt path
/buildability/smaller-models-are-natural-explorers-for-policy-level-diversity-in-grpo
Paper ref
smaller-models-are-natural-explorers-for-policy-level-diversity-in-grpo
arXiv id
2605.30789
Generated at
2026-06-01T20:23:58.895Z
Evidence freshness
stale
Last verification
2026-06-01T20:23:58.895Z
Sources
3
References
0
Coverage
50%
Lineage hash
a1e1bc5f3272d860885334f10ca56dd997a480f7f6bcd38e819f1f9e9dc66399
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