Pith Number

pith:GNIKLJTX

pith:2026:GNIKLJTXKNZXLE6XYUJHNDYL6O

not attested not anchored not stored refs pending

Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration

Bingchen Miao, Guoming Wang, Juncheng Li, Qifan Yu, Shengyu Zhang, Siliang Tang, Weile Chen, Wendong Bu, Wenqiao Zhang

arxiv:2605.31365 v1 · 2026-05-29 · 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{GNIKLJTXKNZXLE6XYUJHNDYL6O}

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	2026-06-01T02:04:01.193682Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3350a5a67753737593d7c512768f0bf3991f03df9e101d87110de983fd9bd764

Aliases

arxiv: 2605.31365 · arxiv_version: 2605.31365v1 · doi: 10.48550/arxiv.2605.31365 · pith_short_12: GNIKLJTXKNZX · pith_short_16: GNIKLJTXKNZXLE6X · pith_short_8: GNIKLJTX

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/GNIKLJTXKNZXLE6XYUJHNDYL6O \
  | 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: 3350a5a67753737593d7c512768f0bf3991f03df9e101d87110de983fd9bd764

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df8619dbc060b8e5a4bf4bd8db2df8a50026f8a746122c17ad7310fb5f1eb4dc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-29T14:37:27Z",
    "title_canon_sha256": "8e57babe2aba74d492d7cc066ecc5b6ae6e0e0335010bd6b4789deacbb4b1555"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31365",
    "kind": "arxiv",
    "version": 1
  }
}