Pith Number

pith:6J7IX7UU

pith:2026:6J7IX7UUKFQNTLJ5KORAOHKEXX

not attested not anchored not stored refs pending

Breaking the Factorization Barrier in Diffusion Language Models

Anji Liu, Benjie Wang, Guy Van den Broeck, ian Li, Rose Yu, Zilei Shao

arxiv:2603.00045 v3 · 2026-02-09 · 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{6J7IX7UUKFQNTLJ5KORAOHKEXX}

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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

2 papers in Pith

Unified Energy for Invariant and Independent Decoding in Diffusion Language Models

Low Perplexity is Repetition: A One-Dimensional Self-Conditioning Attractor in Continuous Diffusion LMs

Receipt and verification

First computed	2026-07-21T00:19:56.042926Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f27e8bfe945160d9ad3d53a2071d44bddb0acacb04f68a3cc87e59bfb4b4ec50

Aliases

arxiv: 2603.00045 · arxiv_version: 2603.00045v3 · doi: 10.48550/arxiv.2603.00045 · pith_short_12: 6J7IX7UUKFQN · pith_short_16: 6J7IX7UUKFQNTLJ5 · pith_short_8: 6J7IX7UU

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/6J7IX7UUKFQNTLJ5KORAOHKEXX \
  | 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: f27e8bfe945160d9ad3d53a2071d44bddb0acacb04f68a3cc87e59bfb4b4ec50

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a9f910cb5929b7ae187978381d6186805b1b2266d1781229007a2bb357b43cd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-09T08:36:39Z",
    "title_canon_sha256": "6cef37b7a0aa18087bdfeff76b3b89ea0d454ab52e055422fdb26b2911f9707e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.00045",
    "kind": "arxiv",
    "version": 3
  }
}