Pith Number

pith:SB575SE2

pith:2026:SB575SE2DXP6KXP23L6W5IGLIO

not attested not anchored not stored refs pending

Next-Generation Agentic Reinforcement Learning Systems Enable Self-Evolving Agents

Binhang Yuan, Chuyi He, Haitao Wang, Hao Dai, Huaijie Wang, Jiale Li, Jiarui Zhang, Jiawei Zhang, Jiaxuan Gao, Jun Mei, Ran Yan, Ruida Xu, Shusheng Xu, Tongkai Yang, Wei Fu, Xujie Shen, Yi Wu, Youhe Jiang, Zhen Pu, Zhiqiang Ding, Zhiyao Lin, Zhiyu Mei

arxiv:2607.01120 v1 · 2026-07-01 · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SB575SE2DXP6KXP23L6W5IGLIO}

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	2026-07-02T01:18:29.647599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

907bfec89a1ddfe55dfadafd6ea0cb4399710db2ac94125ef2518992cb30dada

Aliases

arxiv: 2607.01120 · arxiv_version: 2607.01120v1 · doi: 10.48550/arxiv.2607.01120 · pith_short_12: SB575SE2DXP6 · pith_short_16: SB575SE2DXP6KXP2 · pith_short_8: SB575SE2

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/SB575SE2DXP6KXP23L6W5IGLIO \
  | 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: 907bfec89a1ddfe55dfadafd6ea0cb4399710db2ac94125ef2518992cb30dada

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e97b42dd7a271ac0458068ced0b9fbcbf84657933894aed27e852bccc60eb57a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2026-07-01T16:08:02Z",
    "title_canon_sha256": "1372fa4ac707589f6e04c4b935bb98ae8cad6a008c36c1207a001d644693d0c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01120",
    "kind": "arxiv",
    "version": 1
  }
}