Pith Number

pith:GEZBIEYC

pith:2026:GEZBIEYCTMHEE6ZP2PXRLQLE6V

not attested not anchored not stored refs pending

Look Before You Leap: Autonomous Exploration for LLM Agents

Fuli Feng, Qi Gu, Wentao Shi, Xunliang Cai, Yaorui Shi, Yu Wang, Yuxin Liu, Zhengzhou Cai, Ziang Ye

arxiv:2605.16143 v1 · 2026-05-15 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GEZBIEYCTMHEE6ZP2PXRLQLE6V}

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	2026-05-20T00:01:54.856656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31321413029b0e427b2fd3ef15c164f5783b7bd3a4e8c2e7a19d5c9e57129e2e

Aliases

arxiv: 2605.16143 · arxiv_version: 2605.16143v1 · doi: 10.48550/arxiv.2605.16143 · pith_short_12: GEZBIEYCTMHE · pith_short_16: GEZBIEYCTMHEE6ZP · pith_short_8: GEZBIEYC

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/GEZBIEYCTMHEE6ZP2PXRLQLE6V \
  | 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: 31321413029b0e427b2fd3ef15c164f5783b7bd3a4e8c2e7a19d5c9e57129e2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "974965e69bada6719d57b8db68f34c2e59549c5fff3e0083e62df70c2e0a9129",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-15T16:24:16Z",
    "title_canon_sha256": "a83d88e2256b39aa52c110a23ef289891660f89bb4d2b57bac3242a6b677c728"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16143",
    "kind": "arxiv",
    "version": 1
  }
}