Pith Number

pith:FVKYRRHM

pith:2024:FVKYRRHMDISESRAA53YXSTT6H4

not attested not anchored not stored refs pending

Improving Black-box Robustness with In-Context Rewriting

Hamid Palangi, Isha Puri, Jorge Mendez, Kyle O'Brien, Marzyeh Ghassemi, Nathan Ng, Thomas Hartvigsen, Yoon Kim

arxiv:2402.08225 v3 · 2024-02-13 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FVKYRRHMDISESRAA53YXSTT6H4}

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

On Adversarial Robustness and Out-of-Distribution Robustness of Large Language Models

Receipt and verification

First computed	2026-07-05T08:51:47.189670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d5588c4ec1a24494400eef1794e7e3f3e423adb1cfcd784db8fc1539343d311

Aliases

arxiv: 2402.08225 · arxiv_version: 2402.08225v3 · doi: 10.48550/arxiv.2402.08225 · pith_short_12: FVKYRRHMDISE · pith_short_16: FVKYRRHMDISESRAA · pith_short_8: FVKYRRHM

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/FVKYRRHMDISESRAA53YXSTT6H4 \
  | 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: 2d5588c4ec1a24494400eef1794e7e3f3e423adb1cfcd784db8fc1539343d311

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b91206b5d8fb490bc95167cb5d4e14b2d0df898cebe6d5c739a79c333bf0d08b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-13T05:33:35Z",
    "title_canon_sha256": "6a8b058c485957964ffe80791be567f295f674885d552f561387271812f67328"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08225",
    "kind": "arxiv",
    "version": 3
  }
}