Pith Number

pith:3AMXKO7M

pith:2026:3AMXKO7MXBTE3LAY5OED4B25UZ

not attested not anchored not stored refs pending

Phase-Aware Mixture of Experts for Agentic Reinforcement Learning

Lei Feng, Peng Jiang, Qingpeng Cai, Shengtian Yang, Shuo He, Yewen Li, Yu Li

arxiv:2602.17038 v3 · 2026-02-19 · 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{3AMXKO7MXBTE3LAY5OED4B25UZ}

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	2026-05-20T01:05:09.623423Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d819753becb8664dac18eb883e075da644c1c3d955ac36931a73737e8176d407

Aliases

arxiv: 2602.17038 · arxiv_version: 2602.17038v3 · doi: 10.48550/arxiv.2602.17038 · pith_short_12: 3AMXKO7MXBTE · pith_short_16: 3AMXKO7MXBTE3LAY · pith_short_8: 3AMXKO7M

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/3AMXKO7MXBTE3LAY5OED4B25UZ \
  | 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: d819753becb8664dac18eb883e075da644c1c3d955ac36931a73737e8176d407

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd90d5533239cf3b310dd4e5d37c50b2166543fa1b0f42b3b064fa74ed45697c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-19T03:18:30Z",
    "title_canon_sha256": "b25dc7603a314881a13074dcfdcabe988450f4abaf5838e214c626872b8ab95f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.17038",
    "kind": "arxiv",
    "version": 3
  }
}