Pith Number

pith:GKG63OLN

pith:2026:GKG63OLNBQFH7EBAR2KRPYM2SL

not attested not anchored not stored refs pending

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution

Guanzhi Deng, Haibo Wang, Haochen Luo, Junlan Feng, Lei Li, Qi Liu, Sichun Luo, Yi Huang, Zefa Hu

arxiv:2608.05651 v1 · 2026-08-06 · cs.CL · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GKG63OLNBQFH7EBAR2KRPYM2SL}

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.

Cited by

1 paper in Pith

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization

Receipt and verification

First computed	2026-08-07T00:52:17.553291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

328dedb96d0c0a7f90208e9517e19a92d8718695a5c24437cacce37ba10bb279

Aliases

arxiv: 2608.05651 · arxiv_version: 2608.05651v1 · doi: 10.48550/arxiv.2608.05651 · pith_short_12: GKG63OLNBQFH · pith_short_16: GKG63OLNBQFH7EBA · pith_short_8: GKG63OLN

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/GKG63OLNBQFH7EBAR2KRPYM2SL \
  | 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: 328dedb96d0c0a7f90208e9517e19a92d8718695a5c24437cacce37ba10bb279

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bf9830f5ea7d5b8ff84a8c41b05848e2dcb0438300d79b16f1577d36f5acee4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-06T06:48:08Z",
    "title_canon_sha256": "8056a3e4e67b35aabfc324cddf8799e3473bf7447c594d49c270c75138fd2cdd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.05651",
    "kind": "arxiv",
    "version": 1
  }
}