Pith Number

pith:AW4GZPZD

pith:2026:AW4GZPZDBURNRDFL5EUU5DFHEQ

not attested not anchored not stored refs pending

Beyond On-Policy Exploration: Integrating External Policy Rollouts for Reinforcement Learning in Diffusion Language Models

Jimyeong Kim, Jungmin Ko, Wonjong Rhee, Wonseok Lee

arxiv:2608.01717 v1 · 2026-08-03 · 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{AW4GZPZDBURNRDFL5EUU5DFHEQ}

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	2026-08-04T02:06:36.997085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05b86cbf230d22d88cabe9294e8ca7240c858f588c11acc5f6fcf2298a935034

Aliases

arxiv: 2608.01717 · arxiv_version: 2608.01717v1 · doi: 10.48550/arxiv.2608.01717 · pith_short_12: AW4GZPZDBURN · pith_short_16: AW4GZPZDBURNRDFL · pith_short_8: AW4GZPZD

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/AW4GZPZDBURNRDFL5EUU5DFHEQ \
  | 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: 05b86cbf230d22d88cabe9294e8ca7240c858f588c11acc5f6fcf2298a935034

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eeaf74cc0473697ab02bb972c39bc20c079784cc67278cf5baf753aacac0aded",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-03T05:28:37Z",
    "title_canon_sha256": "f08a73c5429f858d374ee835a9450e323642e6f24c141d3c238ba8498168e9c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.01717",
    "kind": "arxiv",
    "version": 1
  }
}