Pith Number

pith:G6C253PI

pith:2024:G6C253PIK2ZU3TUZ2FPCTKW26P

not attested not anchored not stored refs pending

Efficacy of Language Model Self-Play in Non-Zero-Sum Games

Austen Liao, Dan Klein, Nicholas Tomlin

arxiv:2406.18872 v2 · 2024-06-27 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6C253PIK2ZU3TUZ2FPCTKW26P}

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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

4 papers in Pith

Using Cognitive Models to Improve Language Model Simulation of Human Persuasion Games

Talk is Cheap, Communication is Hard: Dynamic Grounding Failures and Repair in Multi-Agent Negotiation

The Attacker in the Mirror: Breaking Self-Consistency in Safety via Anchored Bipolicy Self-Play

Interactive Critique-Revision Training for Reliable Structured LLM Generation

Receipt and verification

First computed	2026-07-05T09:45:50.812803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3785aeede856b34dce99d15e29aadaf3ef774fae8c94975e5cf30ff78380719f

Aliases

arxiv: 2406.18872 · arxiv_version: 2406.18872v2 · doi: 10.48550/arxiv.2406.18872 · pith_short_12: G6C253PIK2ZU · pith_short_16: G6C253PIK2ZU3TUZ · pith_short_8: G6C253PI

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/G6C253PIK2ZU3TUZ2FPCTKW26P \
  | 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: 3785aeede856b34dce99d15e29aadaf3ef774fae8c94975e5cf30ff78380719f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbddf761c66040086436c0ac44e26671e763e2d32e4f7ccf849bedc06e2b949e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-27T03:52:35Z",
    "title_canon_sha256": "98329a18db8e31306d4fc6ceb5f8fe00680d4aea3173c685f87e8ff4ac380174"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.18872",
    "kind": "arxiv",
    "version": 2
  }
}