Pith Number

pith:7TSPPAKE

pith:2026:7TSPPAKEPYJ2YWKZP752UU3ULO

not attested not anchored not stored refs pending

Mechanism-Driven Monitors for Preemptive Detection of LLM Training Instability

Ansheng You, Fan Wu, Hantao Huang, Ruixuan Huang, Shuai Wang, Wenyi Fang, Yang Zheng, Yifan Huang, Yipei Wang, Zhenxing Zhang

arxiv:2606.28116 v1 · 2026-06-26 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7TSPPAKEPYJ2YWKZP752UU3ULO}

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	2026-06-29T01:15:06.508206Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fce4f781447e13ac59597ffbaa53745bb1a8794a82c756db90ca4554e781fae5

Aliases

arxiv: 2606.28116 · arxiv_version: 2606.28116v1 · doi: 10.48550/arxiv.2606.28116 · pith_short_12: 7TSPPAKEPYJ2 · pith_short_16: 7TSPPAKEPYJ2YWKZ · pith_short_8: 7TSPPAKE

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/7TSPPAKEPYJ2YWKZP752UU3ULO \
  | 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: fce4f781447e13ac59597ffbaa53745bb1a8794a82c756db90ca4554e781fae5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a56021f95ed74b37727e25a1a7ba106a4c74ab45f79d41f411d73195258f303",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-26T14:18:22Z",
    "title_canon_sha256": "d6225740b9a3fb0cd8d0dcbfd65f1b819705389952185b07ee97e4279db7aa72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.28116",
    "kind": "arxiv",
    "version": 1
  }
}