Pith. sign in
Pith Number

pith:SUQBDZ2Y

pith:2025:SUQBDZ2YCDHACHFVHTSOADF26E
not attested not anchored not stored refs pending

Does More Inference-Time Compute Really Help Robustness?

Chawin Sitawarin, Chong Xiang, Jiachen T. Wang, Prateek Mittal, Tong Wu, Vikash Sehwag, Weichen Yu

arxiv:2507.15974 v1 · 2025-07-21 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SUQBDZ2YCDHACHFVHTSOADF26E}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:41:00.172281Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

952011e75810ce011cb53ce4e00cbaf1125df8447782909acf436fb6a7e27ad8

Aliases

arxiv: 2507.15974 · arxiv_version: 2507.15974v1 · doi: 10.48550/arxiv.2507.15974 · pith_short_12: SUQBDZ2YCDHA · pith_short_16: SUQBDZ2YCDHACHFV · pith_short_8: SUQBDZ2Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SUQBDZ2YCDHACHFVHTSOADF26E \
  | 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: 952011e75810ce011cb53ce4e00cbaf1125df8447782909acf436fb6a7e27ad8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "48dd9c2617482eee79fa5e0e9edc1f5a03685e6eb40d425c4e2672210c936892",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-21T18:08:38Z",
    "title_canon_sha256": "d18a18d1b5f75ba068912df8958dbab5f01b4cced85d588b8beeab5a48eb7b74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.15974",
    "kind": "arxiv",
    "version": 1
  }
}