Pith Number

pith:Z3VQDCJY

pith:2025:Z3VQDCJYBQTM4JFTHY5AFYWXC4

not attested not anchored not stored refs pending

Debate Only When Necessary: Adaptive Multiagent Collaboration for Efficient LLM Reasoning

Chanjun Park, Evelyn Hayoon Zi, Heuiseok Lim, Hyeonseok Moon, Sugyeong Eo

arxiv:2504.05047 v2 · 2025-04-07 · 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{Z3VQDCJYBQTM4JFTHY5AFYWXC4}

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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

8 papers in Pith

LLM Agents for Deliberative Collaboration: A Study on Joint Decision Making Under Partial Observability

Multiagent Protocols with Aggregated Confidence Signals

SVR-MAD: A Bayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

EMS: Multi-Agent Voting via Efficient Majority-then-Stopping

Receipt and verification

First computed	2026-07-05T11:05:42.903572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ceeb0189380c26ce24b33e3a02e2d7170dda6a010f76d2497d5a81e8d1f14383

Aliases

arxiv: 2504.05047 · arxiv_version: 2504.05047v2 · doi: 10.48550/arxiv.2504.05047 · pith_short_12: Z3VQDCJYBQTM · pith_short_16: Z3VQDCJYBQTM4JFT · pith_short_8: Z3VQDCJY

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/Z3VQDCJYBQTM4JFTHY5AFYWXC4 \
  | 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: ceeb0189380c26ce24b33e3a02e2d7170dda6a010f76d2497d5a81e8d1f14383

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82e3167e691d65156ad786ce37a4e29e1435224e99ce52c97569ab3172b39204",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-07T13:17:52Z",
    "title_canon_sha256": "5f3b9d346e2aa5987940e016ebd5ea847ed2efaca305f15cd0715ca1cca254f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05047",
    "kind": "arxiv",
    "version": 2
  }
}