Pith Number

pith:KTRRBE4E

pith:2026:KTRRBE4EX53STVMGU7LYYI4344

not attested not anchored not stored refs pending

Multi-Agent Teams Hold Experts Back

Aneesh Pappu, Batu El, Carmelo di Nolfo, Hancheng Cao, James Zou, Meng Cao, Yanchao Sun

arxiv:2602.01011 v4 · 2026-02-01 · cs.MA · 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{KTRRBE4EX53STVMGU7LYYI4344}

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

Declarative Data Services: Structured Agentic Discovery for Composing Data Systems

Emergent Social Intelligence Risks in Generative Multi-Agent Systems

Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs

Receipt and verification

First computed	2026-06-01T01:02:31.205274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54e3109384bf7729d586a7d78c239be73cf782796e28d3e163018d7a25c2b169

Aliases

arxiv: 2602.01011 · arxiv_version: 2602.01011v4 · doi: 10.48550/arxiv.2602.01011 · pith_short_12: KTRRBE4EX53S · pith_short_16: KTRRBE4EX53STVMG · pith_short_8: KTRRBE4E

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/KTRRBE4EX53STVMGU7LYYI4344 \
  | 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: 54e3109384bf7729d586a7d78c239be73cf782796e28d3e163018d7a25c2b169

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2e0da569fcd86a4d37cbf486818f596e599fb6b2c1f047495001bd42c99a81cc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-02-01T04:34:36Z",
    "title_canon_sha256": "af1c836c261652099027f3d791ba03aa8f448ad719c01cb96c3ae858cdaf0a0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.01011",
    "kind": "arxiv",
    "version": 4
  }
}