Pith Number

pith:XP4RJF7B

pith:2024:XP4RJF7BGJRHGVU24N7AWJ5KWU

not attested not anchored not stored refs pending

AI-AI Bias: large language models favor communications generated by large language models

Ada B\"ohm, Benjamin Davis, Jan Kulveit, Peli Grietzer, Tom\'a\v{s} Gaven\v{c}iak, Walter Laurito

arxiv:2407.12856 v2 · 2024-07-09 · cs.CL · cs.AI · cs.CY · 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{XP4RJF7BGJRHGVU24N7AWJ5KWU}

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

Evaluating LLM Agent Collusion in Double Auctions

Receipt and verification

First computed	2026-07-05T11:52:00.105388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbf91497e1326273569ae37e0b27aab52234cb7706ca1c82e604f885f48cdd90

Aliases

arxiv: 2407.12856 · arxiv_version: 2407.12856v2 · doi: 10.48550/arxiv.2407.12856 · pith_short_12: XP4RJF7BGJRH · pith_short_16: XP4RJF7BGJRHGVU2 · pith_short_8: XP4RJF7B

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/XP4RJF7BGJRHGVU24N7AWJ5KWU \
  | 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: bbf91497e1326273569ae37e0b27aab52234cb7706ca1c82e604f885f48cdd90

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "939d3ef4211a841f046e3c87eadb63cdb4799f8a64bf2e8a25b67245fd622db5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-09T13:15:14Z",
    "title_canon_sha256": "ef172149a83dc489bc0e0ef758ffa9643e473b5f453a59f2b5118a7587a61221"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12856",
    "kind": "arxiv",
    "version": 2
  }
}