Pith Number

pith:WDSYCBMT

pith:2023:WDSYCBMTPYPYJPQOILEUHVYR35

not attested not anchored not stored refs pending

Stochastic Parrots Looking for Stochastic Parrots: LLMs are Easy to Fine-Tune and Hard to Detect with other LLMs

Andrei Kucharavy, Da Silva Gameiro Henrique, Rachid Guerraoui

arxiv:2304.08968 v1 · 2023-04-18 · cs.CL · cs.AI · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WDSYCBMTPYPYJPQOILEUHVYR35}

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.

Cited by

1 paper in Pith

The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding

Receipt and verification

First computed	2026-07-05T06:02:15.547681Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0e58105937e1f84be0e42c943d711df6560a58a2e6f13a941ad46ba710eb9a2

Aliases

arxiv: 2304.08968 · arxiv_version: 2304.08968v1 · doi: 10.48550/arxiv.2304.08968 · pith_short_12: WDSYCBMTPYPY · pith_short_16: WDSYCBMTPYPYJPQO · pith_short_8: WDSYCBMT

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/WDSYCBMTPYPYJPQOILEUHVYR35 \
  | 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: b0e58105937e1f84be0e42c943d711df6560a58a2e6f13a941ad46ba710eb9a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8842706ce0cff5b912faf460bb95261a2f454d08e385184797f1e7e1c1993e3a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-18T13:05:01Z",
    "title_canon_sha256": "1c0eddeaf649725779b27c6487bce52391cdbcc36106d59a3be9aaecba6ef88e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.08968",
    "kind": "arxiv",
    "version": 1
  }
}