Pith Number

pith:NIJ7IMEC

pith:2026:NIJ7IMECY6UD5GL6QAUFAAEPF2

not attested not anchored not stored refs pending

FAME: Failure-Aware Mixture-of-Experts for Message-Level Log Anomaly Detection

Alberto Leon-Garcia, Hans-Arno Jacobsen, Huanchi Wang, Kristina Dzeparoska, Yifang Tian, Zihang Huang

arxiv:2605.22779 v1 · 2026-05-21 · cs.SE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NIJ7IMECY6UD5GL6QAUFAAEPF2}

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	2026-05-22T02:04:54.522693Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a13f43082c7a83e997e802850008f2eaa63753336b6471825ba38d6f22d3b32

Aliases

arxiv: 2605.22779 · arxiv_version: 2605.22779v1 · doi: 10.48550/arxiv.2605.22779 · pith_short_12: NIJ7IMECY6UD · pith_short_16: NIJ7IMECY6UD5GL6 · pith_short_8: NIJ7IMEC

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/NIJ7IMECY6UD5GL6QAUFAAEPF2 \
  | 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: 6a13f43082c7a83e997e802850008f2eaa63753336b6471825ba38d6f22d3b32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "51c5971048a738744fd30cb7c6c8dcba132d20de2f50fc066933b695b43ca4c5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-05-21T17:34:53Z",
    "title_canon_sha256": "5420109c4d318f7d1b849e578c5278b4b3330769e352acfb8481438201b5c9d5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22779",
    "kind": "arxiv",
    "version": 1
  }
}