Pith Number

pith:2VV4NTOT

pith:2026:2VV4NTOTJMTQ7VG3WENBREKKOO

not attested not anchored not stored refs pending

INFUSER: Influence-Guided Self-Evolution Improves Reasoning

Beining Wu, Fengzhuo Zhang, Heejune Sheen, Jose Blanchet, Miao Lu, Shuangning Li, Siyu Chen, Tianhao Wang, Zhiyuan Li, Zhuoran Yang

arxiv:2606.09052 v1 · 2026-06-08 · cs.LG · cs.AI · cs.CL · cs.GT · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2VV4NTOTJMTQ7VG3WENBREKKOO}

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	2026-06-09T02:07:55.872212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d56bc6cdd34b270fd4dbb11a18914a73b5d2aec5b96137b78ca0f507ca337eda

Aliases

arxiv: 2606.09052 · arxiv_version: 2606.09052v1 · doi: 10.48550/arxiv.2606.09052 · pith_short_12: 2VV4NTOTJMTQ · pith_short_16: 2VV4NTOTJMTQ7VG3 · pith_short_8: 2VV4NTOT

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/2VV4NTOTJMTQ7VG3WENBREKKOO \
  | 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: d56bc6cdd34b270fd4dbb11a18914a73b5d2aec5b96137b78ca0f507ca337eda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d731d354f8608f2737e16301d580c3a5274b3aca896e26e06fa6bf97d09ec02d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.GT",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T05:40:36Z",
    "title_canon_sha256": "277787e0775cb6fd59420d117713ab3ca0926389b5cc218c75e7c2c6fafffce1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09052",
    "kind": "arxiv",
    "version": 1
  }
}