Pith Number

pith:Z2DZ7YG2

pith:2025:Z2DZ7YG2WLSYSCZBDZUHBOFTX5

not attested not anchored not stored refs pending

Self-Resource Allocation in Multi-Agent LLM Systems

Alfonso Amayuelas, Antonis Antoniades, Ashwin Nagarajan, Jingbo Yang, Saaket Agashe, William Wang, Xin Eric Wang

arxiv:2504.02051 v2 · 2025-04-02 · cs.MA · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z2DZ7YG2WLSYSCZBDZUHBOFTX5}

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

3 papers in Pith

Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems

Emergent Social Intelligence Risks in Generative Multi-Agent Systems

Receipt and verification

First computed	2026-07-05T10:51:35.816439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce879fe0dab2e5890b211e6870b8b3bf761137d872c65b181c899bbe38d0d922

Aliases

arxiv: 2504.02051 · arxiv_version: 2504.02051v2 · doi: 10.48550/arxiv.2504.02051 · pith_short_12: Z2DZ7YG2WLSY · pith_short_16: Z2DZ7YG2WLSYSCZB · pith_short_8: Z2DZ7YG2

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/Z2DZ7YG2WLSYSCZBDZUHBOFTX5 \
  | 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: ce879fe0dab2e5890b211e6870b8b3bf761137d872c65b181c899bbe38d0d922

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "092ba08bea4a72e2ead6bb352813b531b564361259edc562a615bde04729b00f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-04-02T18:15:41Z",
    "title_canon_sha256": "d7070a976579b1b3e103ef35c44c5028a7ff37f9838e1c71d9cebc127321b381"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02051",
    "kind": "arxiv",
    "version": 2
  }
}