Pith Number

pith:2OPE4BKS

pith:2026:2OPE4BKS6OG6E4JTND75GETPJ5

not attested not anchored not stored refs pending

UniScale: Adaptive Unified Inference Scaling via Online Joint Optimization of Model Routing and Test-Time Scaling

Hong Xu, Kaiyu Huang, Minchen Yu, Mingze Kong, Qingjiang Shi, Xingyu Wang, Yuqian Hou, Zhongxiang Dai, Zhubo Shi

arxiv:2605.30898 v1 · 2026-05-29 · cs.AI · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2OPE4BKS6OG6E4JTND75GETPJ5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-01T01:03:24.020309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d39e4e0552f38de2713368ffd3126f4f550711b4e2f6d9269391da12253ede5a

Aliases

arxiv: 2605.30898 · arxiv_version: 2605.30898v1 · doi: 10.48550/arxiv.2605.30898 · pith_short_12: 2OPE4BKS6OG6 · pith_short_16: 2OPE4BKS6OG6E4JT · pith_short_8: 2OPE4BKS

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2OPE4BKS6OG6E4JTND75GETPJ5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d39e4e0552f38de2713368ffd3126f4f550711b4e2f6d9269391da12253ede5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ce4ccf549e6e6bbcd35addff948814c448ea58eb66b2de1c7b53e73d8f0b7cc",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-29T06:31:21Z",
    "title_canon_sha256": "813db50c0256115f7aa397045f49a96db8a239dde472f29b8628e6eb9d96db69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.30898",
    "kind": "arxiv",
    "version": 1
  }
}