Pith Number

pith:CEWM4ZL2

pith:2026:CEWM4ZL2FC3F6575MTAEME2LS7

not attested not anchored not stored refs pending

Adaptive Auto-Harness: Sustained Self-Improvement for Agentic System Deployment on Open-Ended Task Streams

Benoit Dumoulin, Bing He, Dakuo Wang, Hanqing Lu, Minhua Lin, Tianxin Wei, Wei Jin, Yisi Sang, Zewen Liu, Zhan Shi

arxiv:2606.01770 v1 · 2026-06-01 · 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{CEWM4ZL2FC3F6575MTAEME2LS7}

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	2026-06-02T02:04:56.177808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

112cce657a28b65f77fd64c046134b97fd3675a321ce1ba31527c9161ada8d9f

Aliases

arxiv: 2606.01770 · arxiv_version: 2606.01770v1 · doi: 10.48550/arxiv.2606.01770 · pith_short_12: CEWM4ZL2FC3F · pith_short_16: CEWM4ZL2FC3F6575 · pith_short_8: CEWM4ZL2

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/CEWM4ZL2FC3F6575MTAEME2LS7 \
  | 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: 112cce657a28b65f77fd64c046134b97fd3675a321ce1ba31527c9161ada8d9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2178dc4d29efdb048efa017be94fd1d0392a7cc5c6b3234dfe23010b193274e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-01T06:51:14Z",
    "title_canon_sha256": "31e92c8e9fcd5972ad8da823b4d60bc1ed054224b69a33a6fca9b17e3acb069c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.01770",
    "kind": "arxiv",
    "version": 1
  }
}