Pith Number

pith:VDIC44ND

pith:2026:VDIC44NDYP7Q4ZGA3CXGV2IIAV

not attested not anchored not stored refs pending

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents

Bo Mao, Jie Zhou, Liang He, Qin Chen, Xian Wei, Xingjiao Wu, Xin Li, Yutao Yang

arxiv:2606.04815 v1 · 2026-06-03 · cs.LG · 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{VDIC44NDYP7Q4ZGA3CXGV2IIAV}

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	2026-06-04T01:09:31.077305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8d02e71a3c3ff0e64c0d8ae6ae908055a86c14d6003309e73cd176ea8d08d70

Aliases

arxiv: 2606.04815 · arxiv_version: 2606.04815v1 · doi: 10.48550/arxiv.2606.04815 · pith_short_12: VDIC44NDYP7Q · pith_short_16: VDIC44NDYP7Q4ZGA · pith_short_8: VDIC44ND

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/VDIC44NDYP7Q4ZGA3CXGV2IIAV \
  | 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: a8d02e71a3c3ff0e64c0d8ae6ae908055a86c14d6003309e73cd176ea8d08d70

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d92591b3b92731640181c77c9758f2e7754eeac5f7edd4eb2944eee00fbfe0be",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-03T12:38:57Z",
    "title_canon_sha256": "f3fe40cbaf077598c1160a2d5ca2b48072ad829778f5fd1701d4c4fcea5454e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04815",
    "kind": "arxiv",
    "version": 1
  }
}