Pith Number

pith:QOXYNLQW

pith:2026:QOXYNLQWRX3I4RYLILU2WOEXHL

not attested not anchored not stored refs pending

Rethinking Continual Experience Internalization for Self-Evolving LLM Agents

Chenxing Sun, Jingwen Chen, Ke Zeng, Lu Pan, Shaodong Zheng, Shengda Fan, Wenbo Nie, Wenkai Yang, Yangen Hu, Yankai Lin

arxiv:2606.04703 v1 · 2026-06-03 · cs.CL · 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{QOXYNLQWRX3I4RYLILU2WOEXHL}

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	2026-06-04T01:09:25.749346Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83af86ae168df68e470b42e9ab38973ae82e4bf36bd1278cf50fb889dacc7b35

Aliases

arxiv: 2606.04703 · arxiv_version: 2606.04703v1 · doi: 10.48550/arxiv.2606.04703 · pith_short_12: QOXYNLQWRX3I · pith_short_16: QOXYNLQWRX3I4RYL · pith_short_8: QOXYNLQW

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/QOXYNLQWRX3I4RYLILU2WOEXHL \
  | 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: 83af86ae168df68e470b42e9ab38973ae82e4bf36bd1278cf50fb889dacc7b35

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b79d55d3274ebea5eb9ab9a17027ceddfde04b0dabad35eae3731619ac30fc0c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-03T10:30:09Z",
    "title_canon_sha256": "cd96b517acec099d88d173c3e0a70d8be7dc3bc617e6cfad3cf8dee8081fae93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04703",
    "kind": "arxiv",
    "version": 1
  }
}