Pith Number

pith:FWLXD2WX

pith:2026:FWLXD2WXZCKTQHQUNVHJROIVHM

not attested not anchored not stored refs pending

Budgeted Act-or-Defer Multi-Agent LLM Deliberation with Local Reliability Bounds

Devin Zhang, Guanghui Wang, Haochen Xie, Jae Oh Woo, Mengdie Flora Wang

arxiv:2606.29654 v1 · 2026-06-28 · cs.AI · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWLXD2WXZCKTQHQUNVHJROIVHM}

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.

Receipt and verification

First computed	2026-06-30T02:17:29.075345Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d9771ead7c895381e146d4e98b9153b3d3c56119c8d66e22d2e79e76fc7bbb0

Aliases

arxiv: 2606.29654 · arxiv_version: 2606.29654v1 · doi: 10.48550/arxiv.2606.29654 · pith_short_12: FWLXD2WXZCKT · pith_short_16: FWLXD2WXZCKTQHQU · pith_short_8: FWLXD2WX

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/FWLXD2WXZCKTQHQUNVHJROIVHM \
  | 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: 2d9771ead7c895381e146d4e98b9153b3d3c56119c8d66e22d2e79e76fc7bbb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c6cd251f5672dab0a4964b5c44e15441d7bd66a469f0fccc12623b50907cc0f",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-28T23:46:56Z",
    "title_canon_sha256": "8aad1966a69042b2fe20435a888987f0178e5128eefa3bd3af29178bf041c4d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29654",
    "kind": "arxiv",
    "version": 1
  }
}