Pith Number

pith:EI5U6RQM

pith:2026:EI5U6RQM65J2KXTQWXGFP2SLZ5

not attested not anchored not stored refs pending

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces

Andre Rusli, Dulmini Hettiarachchi, Julio Christian Young, Sho Akiyama

arxiv:2608.04341 v1 · 2026-08-05 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EI5U6RQM65J2KXTQWXGFP2SLZ5}

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	2026-08-06T01:33:10.592435Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

223b4f460cf753a55e70b5cc57ea4bcf7bd8b24d7f035d8a9e509eacc1cbb6fe

Aliases

arxiv: 2608.04341 · arxiv_version: 2608.04341v1 · doi: 10.48550/arxiv.2608.04341 · pith_short_12: EI5U6RQM65J2 · pith_short_16: EI5U6RQM65J2KXTQ · pith_short_8: EI5U6RQM

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/EI5U6RQM65J2KXTQWXGFP2SLZ5 \
  | 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: 223b4f460cf753a55e70b5cc57ea4bcf7bd8b24d7f035d8a9e509eacc1cbb6fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "037fa792633de10d6daabf8874efe1461359569c869aba3f5226cec7be0295d2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-08-05T01:40:25Z",
    "title_canon_sha256": "951a08b0141b41dff323f2f633d2286b3401696e49b3e4b793c238f348da9c30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.04341",
    "kind": "arxiv",
    "version": 1
  }
}