Pith Number

pith:CWFAZSZZ

pith:2024:CWFAZSZZEXYLJUKIVMO6WOR6LR

not attested not anchored not stored refs pending

Into the Unknown: Self-Learning Large Language Models

Jan Koco\'n, Przemys{\l}aw Kazienko, Teddy Ferdinan

arxiv:2402.09147 v4 · 2024-02-14 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CWFAZSZZEXYLJUKIVMO6WOR6LR}

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	2026-07-05T09:34:11.536046Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

158a0ccb3925f0b4d148ab1deb3a3e5c43d5430a6952fe3aa82ed966dbfea027

Aliases

arxiv: 2402.09147 · arxiv_version: 2402.09147v4 · doi: 10.48550/arxiv.2402.09147 · pith_short_12: CWFAZSZZEXYL · pith_short_16: CWFAZSZZEXYLJUKI · pith_short_8: CWFAZSZZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/CWFAZSZZEXYLJUKIVMO6WOR6LR \
  | 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: 158a0ccb3925f0b4d148ab1deb3a3e5c43d5430a6952fe3aa82ed966dbfea027

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47c0d708edd9ea4c90ec563299661fcb24aea913b8fc3d42fe008acd3b7d8089",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-14T12:56:58Z",
    "title_canon_sha256": "f37dd4f193d36b69f249320fd5594beb16235719a2cc0ea564c88f898c2ffe97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09147",
    "kind": "arxiv",
    "version": 4
  }
}