Pith Number

pith:V2OKT5MH

pith:2026:V2OKT5MH3OVVKOFUGY62YTYXLF

not attested not anchored not stored refs pending

PR2: Predictive Routing Replay for MoE-Based LLM Reinforcement Learning

Daize Dong, Dimitris N. Metaxas, Emad Barsoum, Haolong Jia, Hongyi Wang, Huanwei Di, Jialian Wu, Jiang Liu, Jiawei Wu, Junlin Chen, Zhengzhong Liu, Zicheng Liu

arxiv:2606.00395 v1 · 2026-05-29 · cs.LG · 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{V2OKT5MH3OVVKOFUGY62YTYXLF}

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	2026-06-02T01:03:53.547216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae9ca9f587dbab5538b4363dac4f1759636b5ec3419d8f5f5f7ff065002b6f9f

Aliases

arxiv: 2606.00395 · arxiv_version: 2606.00395v1 · doi: 10.48550/arxiv.2606.00395 · pith_short_12: V2OKT5MH3OVV · pith_short_16: V2OKT5MH3OVVKOFU · pith_short_8: V2OKT5MH

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/V2OKT5MH3OVVKOFUGY62YTYXLF \
  | 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: ae9ca9f587dbab5538b4363dac4f1759636b5ec3419d8f5f5f7ff065002b6f9f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "046b8db29b22d419488d515b855cca22a2d640b12b4316f87cdd13f3a50dc74a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-29T22:28:08Z",
    "title_canon_sha256": "123a0757d1e2396ebe14bfdfff822513bbf8b70a7a36fe25e0e6a987a45c9bd6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00395",
    "kind": "arxiv",
    "version": 1
  }
}