pith. sign in
Pith Number

pith:HB6MYLMN

pith:2018:HB6MYLMN2HC6SZ27M7HERRSCS2
not attested not anchored not stored refs pending

Actively Avoiding Nonsense in Generative Models

Adam Kalai, Christos Tzamos, Gautam Kamath, Steve Hanneke

arxiv:1802.07229 v1 · 2018-02-20 · cs.LG · cs.DS · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HB6MYLMN2HC6SZ27M7HERRSCS2}

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 2026-05-18T00:22:53.268215Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

387ccc2d8dd1c5e9675f67ce48c64296b7f01fa2bcad9f846a6662d81e7f7d11

Aliases

arxiv: 1802.07229 · arxiv_version: 1802.07229v1 · doi: 10.48550/arxiv.1802.07229 · pith_short_12: HB6MYLMN2HC6 · pith_short_16: HB6MYLMN2HC6SZ27 · pith_short_8: HB6MYLMN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HB6MYLMN2HC6SZ27M7HERRSCS2 \
  | 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: 387ccc2d8dd1c5e9675f67ce48c64296b7f01fa2bcad9f846a6662d81e7f7d11
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "1bbb32bbec69b2dc7e7a7b8fb5e47be7ab76cecb494c109f37f7a7c498d12b19",
    "cross_cats_sorted": [
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-20T18:08:53Z",
    "title_canon_sha256": "f930a4e4fb2ce4c6bc267ca445d3e84fb9bba43696700ec407f21d81c6d3d031"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.07229",
    "kind": "arxiv",
    "version": 1
  }
}