Pith. sign in
Pith Number

pith:HTNPDX55

pith:2026:HTNPDX55O4I6HQF63Z6WN5YU3T
not attested not anchored not stored refs pending

MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble

Haoze Lv, Ke Tang, Ning Lu, Shaofeng Zhang, Shengcai Liu

arxiv:2608.03636 v1 · 2026-08-04 · cs.NE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{HTNPDX55O4I6HQF63Z6WN5YU3T}

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 2026-08-05T01:36:47.846752Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3cdaf1dfbd7711e3c0bede7d66f714dce24e986604df21047f20c51720179b4e

Aliases

arxiv: 2608.03636 · arxiv_version: 2608.03636v1 · doi: 10.48550/arxiv.2608.03636 · pith_short_12: HTNPDX55O4I6 · pith_short_16: HTNPDX55O4I6HQF6 · pith_short_8: HTNPDX55
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/HTNPDX55O4I6HQF63Z6WN5YU3T \
  | 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: 3cdaf1dfbd7711e3c0bede7d66f714dce24e986604df21047f20c51720179b4e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "77325b546e8eeea35888bb54b1f3497ac5bc32cc0cdd3922851ee3aa241d3301",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2026-08-04T13:19:51Z",
    "title_canon_sha256": "26ebe86130a29bfb875e6fb8b4c53473ca97bab9ad51a17156add51db95df357"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.03636",
    "kind": "arxiv",
    "version": 1
  }
}