Pith Number

pith:EFTZH2JL

pith:2026:EFTZH2JLJUJSTET2SLKIMGDQVW

not attested not anchored not stored refs pending

Real-Time Detection and Repair of LLM Agent Failures

Sunny Dubey

arxiv:2608.02464 v1 · 2026-08-03 · cs.AI · cs.LG · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EFTZH2JLJUJSTET2SLKIMGDQVW}

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	2026-08-04T02:43:41.884424Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

216793e92b4d1329927a92d4861870adad5644d97b9af4b90bffd2efc95c0484

Aliases

arxiv: 2608.02464 · arxiv_version: 2608.02464v1 · doi: 10.48550/arxiv.2608.02464 · pith_short_12: EFTZH2JLJUJS · pith_short_16: EFTZH2JLJUJSTET2 · pith_short_8: EFTZH2JL

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/EFTZH2JLJUJSTET2SLKIMGDQVW \
  | 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: 216793e92b4d1329927a92d4861870adad5644d97b9af4b90bffd2efc95c0484

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec095ef0a7ffa8733f4169dbc9b8856d78b079cac2e7f44c8a0d0c9bbaa0a623",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-03T16:34:46Z",
    "title_canon_sha256": "94ebb7da41e38f691786b5800f72d9806705fd36e253d43ba93e6cfe641d0080"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.02464",
    "kind": "arxiv",
    "version": 1
  }
}