Pith Number

pith:XD6WMHWW

pith:2025:XD6WMHWWUZEAJXV5XPZC6YDQLS

not attested not anchored not stored refs pending

Assembly of Experts: Linear-time construction of the Chimera LLM variants with emergent and adaptable behaviors

Benjamin Merkel, Daniel Klingmann, Dan Zecha, David A. Reiss, Fabian Klemm, Henrik Klagges, Robert Dahlke

arxiv:2506.14794 v1 · 2025-05-31 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XD6WMHWWUZEAJXV5XPZC6YDQLS}

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

4 papers in Pith

IsabeLLM: Automated Theorem Proving Applied to Formally Verifying Consensus

Benchmarking Large Language Models on Floating-Point Error Classification

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost

Receipt and verification

First computed	2026-07-05T11:23:31.524234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8fd661ed6a64804debdbbf22f60705c9423c2ebe1980fa2e93a1ae9a0d975b8

Aliases

arxiv: 2506.14794 · arxiv_version: 2506.14794v1 · doi: 10.48550/arxiv.2506.14794 · pith_short_12: XD6WMHWWUZEA · pith_short_16: XD6WMHWWUZEAJXV5 · pith_short_8: XD6WMHWW

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/XD6WMHWWUZEAJXV5XPZC6YDQLS \
  | 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: b8fd661ed6a64804debdbbf22f60705c9423c2ebe1980fa2e93a1ae9a0d975b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9762dafb09e2c128005a8bd416c4d2e426a0880578cfe9abfb7f8d9704ce7462",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-31T18:23:19Z",
    "title_canon_sha256": "a7d694f92a3a190fd2c77b4393ade2c3deb66995430759bd4337e820fb97242e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14794",
    "kind": "arxiv",
    "version": 1
  }
}