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Pith Number

pith:JSGCK4FU

pith:2019:JSGCK4FUTRDEUBM4A4HGC3XQHF
not attested not anchored not stored refs pending

Learning from Learning Machines: Optimisation, Rules, and Social Norms

Travis LaCroix, Yoshua Bengio

arxiv:2001.00006 v1 · 2019-12-29 · cs.CY · cs.AI · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JSGCK4FUTRDEUBM4A4HGC3XQHF}

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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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T00:29:10.859364Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4c8c2570b49c464a059c070e616ef0394d099000c242e677125c2c58546e278c

Aliases

arxiv: 2001.00006 · arxiv_version: 2001.00006v1 · doi: 10.48550/arxiv.2001.00006 · pith_short_12: JSGCK4FUTRDE · pith_short_16: JSGCK4FUTRDEUBM4 · pith_short_8: JSGCK4FU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JSGCK4FUTRDEUBM4A4HGC3XQHF \
  | 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: 4c8c2570b49c464a059c070e616ef0394d099000c242e677125c2c58546e278c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bc09c1f9d7d303618bbb3988edc3d4aa8021512c4ba7f9ac03a0ba9efb40f7d3",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2019-12-29T17:42:06Z",
    "title_canon_sha256": "dc7cea66e67c48343e098ada8841d532b993992a2fcfeee570ee5a024a179b72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.00006",
    "kind": "arxiv",
    "version": 1
  }
}