Pith. sign in
Pith Number

pith:N5A653T7

pith:2025:N5A653T7U2DPFBNNRJZETQMQ7U
not attested not anchored not stored refs pending

Beyond Release: Access Considerations for Generative AI Systems

Andrew Trask, Ariel Herbert-Voss, Aviya Skowron, Dan Hendrycks, Irene Solaiman, Rishi Bommasani, Yacine Jernite

arxiv:2502.16701 v2 · 2025-02-23 · cs.CY · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{N5A653T7U2DPFBNNRJZETQMQ7U}

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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 2026-07-05T10:47:36.173333Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6f41eeee7fa686f285ad8a7249c190fd293315119dc72951583c8a8666896d05

Aliases

arxiv: 2502.16701 · arxiv_version: 2502.16701v2 · doi: 10.48550/arxiv.2502.16701 · pith_short_12: N5A653T7U2DP · pith_short_16: N5A653T7U2DPFBNN · pith_short_8: N5A653T7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N5A653T7U2DPFBNNRJZETQMQ7U \
  | 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: 6f41eeee7fa686f285ad8a7249c190fd293315119dc72951583c8a8666896d05
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d4937780b3a24042988ca985b09451a0721ea9d5912fecd717adc518b89ad8f4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-02-23T20:06:12Z",
    "title_canon_sha256": "3ed661f120c39d065fad71fe981b68d627a5431dcefabf5ade266fedf7e91bcf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16701",
    "kind": "arxiv",
    "version": 2
  }
}