Pith. sign in
Pith Number

pith:DR23RK6Z

pith:2025:DR23RK6ZDUW5UE5HJ542BCWNKM
not attested not anchored not stored refs pending

Trustworthy AI: Safety, Bias, and Privacy -- A Survey

Jianwei Li, Jung-Eun Kim, Varun Mulchandani, Xingli Fang

arxiv:2502.10450 v2 · 2025-02-11 · cs.CR · cs.AI · cs.CL · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{DR23RK6ZDUW5UE5HJ542BCWNKM}

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 2026-07-05T11:19:51.406933Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1c75b8abd91d2dda13a74f79a08acd532976469a8da3d2ba3884cc499d0d597d

Aliases

arxiv: 2502.10450 · arxiv_version: 2502.10450v2 · doi: 10.48550/arxiv.2502.10450 · pith_short_12: DR23RK6ZDUW5 · pith_short_16: DR23RK6ZDUW5UE5H · pith_short_8: DR23RK6Z
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DR23RK6ZDUW5UE5HJ542BCWNKM \
  | 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: 1c75b8abd91d2dda13a74f79a08acd532976469a8da3d2ba3884cc499d0d597d
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cf2d2663820747c0fb03f5dd3c5949fd5ee3844447d79244d616e7c04474b371",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-02-11T20:08:42Z",
    "title_canon_sha256": "f9414e242fc071294e4956bf9f2c5ffbc9da73e6c2a9f485ffeb7fa7c6f96991"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.10450",
    "kind": "arxiv",
    "version": 2
  }
}