Pith Number

pith:EBZHH65I

pith:2026:EBZHH65IK7BI54TYHEEANLRW2Z

not attested not anchored not stored refs pending

Autonomous Repair for Multi-Agent Systems via Monte-Carlo Tree Search

Hanxiao Lu, Tianyi Zhang

arxiv:2607.29055 v1 · 2026-07-31 · cs.LG · 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{EBZHH65IK7BI54TYHEEANLRW2Z}

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	2026-08-03T01:18:12.090553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

207273fba857c28ef278390806ae36d66f78204da9efc31aa502e24ce2e7ec71

Aliases

arxiv: 2607.29055 · arxiv_version: 2607.29055v1 · doi: 10.48550/arxiv.2607.29055 · pith_short_12: EBZHH65IK7BI · pith_short_16: EBZHH65IK7BI54TY · pith_short_8: EBZHH65I

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/EBZHH65IK7BI54TYHEEANLRW2Z \
  | 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: 207273fba857c28ef278390806ae36d66f78204da9efc31aa502e24ce2e7ec71

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68f487e6c9597f032fb1585b6f3dc7d06c2d35b9af6e906b41561e00c4011b91",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-31T06:18:48Z",
    "title_canon_sha256": "37907bd2b0db5934f729eacf0caa569965e8543be2bcdc7f1850730cfa90b5b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.29055",
    "kind": "arxiv",
    "version": 1
  }
}