Pith Number

pith:ACUU2Q3T

pith:2024:ACUU2Q3T2KUOCMAO7WXDZAOMJR

not attested not anchored not stored refs pending

More Experts Than Galaxies: Conditionally-overlapping Experts With Biologically-Inspired Fixed Routing

Francisco Pereira, Katharina von der Wense, Lawrence E Hunter, Matt Jones, Sagi Shaier

arxiv:2410.08003 v6 · 2024-10-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ACUU2Q3T2KUOCMAO7WXDZAOMJR}

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	2026-07-05T10:13:04.325379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

00a94d4373d2a8e1300efdae3c81cc4c6b6d81aa25d74a3cc95caaff7399b2bf

Aliases

arxiv: 2410.08003 · arxiv_version: 2410.08003v6 · doi: 10.48550/arxiv.2410.08003 · pith_short_12: ACUU2Q3T2KUO · pith_short_16: ACUU2Q3T2KUOCMAO · pith_short_8: ACUU2Q3T

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/ACUU2Q3T2KUOCMAO7WXDZAOMJR \
  | 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: 00a94d4373d2a8e1300efdae3c81cc4c6b6d81aa25d74a3cc95caaff7399b2bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "deac9f388a7001c25141ced138629407e6cf170ff11ae804a21e7c2a40d169cf",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T14:58:18Z",
    "title_canon_sha256": "60acd99c01577e4ef51a5f0cd2899d7fe83997d1fbb4a77824e4b5740cc391ff"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08003",
    "kind": "arxiv",
    "version": 6
  }
}