Pith. sign in
Pith Number

pith:2TV74W6P

pith:2025:2TV74W6P4SROLXVRFZFGMZU6DJ
not attested not anchored not stored refs pending

An Efficient Private GPT Never Autoregressively Decodes

Jingwen Leng, Kang Yang, Minyi Guo, Ning Liu, Yue Guan, Yu Feng, Yu Yu, Zhengyi Li

arxiv:2505.15252 v1 · 2025-05-21 · cs.CR · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2TV74W6P4SROLXVRFZFGMZU6DJ}

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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 2026-07-05T11:06:42.802363Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d4ebfe5bcfe4a2e5deb12e4a66669e1a48007ee3966f45b6b39248d12207e341

Aliases

arxiv: 2505.15252 · arxiv_version: 2505.15252v1 · doi: 10.48550/arxiv.2505.15252 · pith_short_12: 2TV74W6P4SRO · pith_short_16: 2TV74W6P4SROLXVR · pith_short_8: 2TV74W6P
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2TV74W6P4SROLXVRFZFGMZU6DJ \
  | 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: d4ebfe5bcfe4a2e5deb12e4a66669e1a48007ee3966f45b6b39248d12207e341
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "880f036dcde42e678c0a6e9a5b5c4260f3228fdb33c6a7b11ef3cec2852d2bc0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2025-05-21T08:28:56Z",
    "title_canon_sha256": "89c3be566cd35a4c85ecb0ecd0103b70ff9461c2e00bd9fb86c8783d0353afdf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15252",
    "kind": "arxiv",
    "version": 1
  }
}