pith. sign in
Pith Number

pith:LG32OAUG

pith:2019:LG32OAUG5VXI4LKQADFC4622YU
not attested not anchored not stored refs pending

Do Autonomous Agents Benefit from Hearing?

Abraham Woubie, Anssi Kanervisto, Janne Karttunen, Ville Hautamaki

arxiv:1905.04192 v1 · 2019-05-10 · cs.LG · cs.AI · cs.SD · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{LG32OAUG5VXI4LKQADFC4622YU}

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 2026-05-17T23:46:31.783939Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

59b7a70286ed6e8e2d5000ca2e7b5ac50198f8a695d7a26d2d4cb1171305cae1

Aliases

arxiv: 1905.04192 · arxiv_version: 1905.04192v1 · doi: 10.48550/arxiv.1905.04192 · pith_short_12: LG32OAUG5VXI · pith_short_16: LG32OAUG5VXI4LKQ · pith_short_8: LG32OAUG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LG32OAUG5VXI4LKQADFC4622YU \
  | 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: 59b7a70286ed6e8e2d5000ca2e7b5ac50198f8a695d7a26d2d4cb1171305cae1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e61c6428aa2d06b88aaa676aebb7725da3be9206355fbd6b278b8540528bba9b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-10T14:25:49Z",
    "title_canon_sha256": "fc2c8b45ede7978aad700a902b204abe5012ce10a6b0c9a80b5ea8ec169e1317"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.04192",
    "kind": "arxiv",
    "version": 1
  }
}