Pith Number

pith:LQ4WHYIK

pith:2026:LQ4WHYIKNFOJY5Q464EXECTRUL

not attested not anchored not stored refs pending

Early Diagnosis of Wasted Computation in Multi-Agent LLM Systems via Failure-Aware Observability

Jianan Liu, Jing Yang, Mengwei Yuan, Penghao Liang, Weiran Yan, Xianyou Li, Yichao Wu

arxiv:2606.01365 v1 · 2026-05-31 · 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{LQ4WHYIKNFOJY5Q464EXECTRUL}

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	2026-06-02T02:04:31.442826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c3963e10a695c9c761cf709720a71a2f254ed6a332612ecdcc67d0f132334d1

Aliases

arxiv: 2606.01365 · arxiv_version: 2606.01365v1 · doi: 10.48550/arxiv.2606.01365 · pith_short_12: LQ4WHYIKNFOJ · pith_short_16: LQ4WHYIKNFOJY5Q4 · pith_short_8: LQ4WHYIK

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/LQ4WHYIKNFOJY5Q464EXECTRUL \
  | 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: 5c3963e10a695c9c761cf709720a71a2f254ed6a332612ecdcc67d0f132334d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "628606b35093ac88d4e233f6aec2328e2f0fc71dbf5493ae09bc8d151f5718b1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-31T17:50:11Z",
    "title_canon_sha256": "016c8603dcf7034a477a22b4d892ce31dd74004fc1cdf468fbd115d3236e154b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01365",
    "kind": "arxiv",
    "version": 1
  }
}