Pith Number

pith:CHQNFENB

pith:2025:CHQNFENBZIIXNUTFFDOPRRSSW5

not attested not anchored not stored refs pending

Free Agent in Agent-Based Mixture-of-Experts Generative AI Framework

Jung-Hua Liu

arxiv:2501.17903 v2 · 2025-01-29 · cs.MA · 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{CHQNFENBZIIXNUTFFDOPRRSSW5}

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

Whispers of Many Shores: Cultural Alignment through Collaborative Cultural Expertise

Receipt and verification

First computed	2026-07-05T10:12:03.550363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11e0d291a1ca1176d26528dcf8c652b77d8ae1185f32feac39aebbf8e1dd6fe2

Aliases

arxiv: 2501.17903 · arxiv_version: 2501.17903v2 · doi: 10.48550/arxiv.2501.17903 · pith_short_12: CHQNFENBZIIX · pith_short_16: CHQNFENBZIIXNUTF · pith_short_8: CHQNFENB

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/CHQNFENBZIIXNUTFFDOPRRSSW5 \
  | 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: 11e0d291a1ca1176d26528dcf8c652b77d8ae1185f32feac39aebbf8e1dd6fe2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64f29a46c0d9f6f769156697b42ee1db71aca363eba843300819b782833c6d49",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2025-01-29T13:00:22Z",
    "title_canon_sha256": "89a32b6a35778595d66bd86bdc4e123112f1ba4ebc4781756eed4e923f27c30c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17903",
    "kind": "arxiv",
    "version": 2
  }
}