Pith Number

pith:KB5AWN5Q

pith:2026:KB5AWN5QHUBGG43C6MF5BSVUEO

not attested not anchored not stored refs pending

Escaping Confidence Trap: Evolutionary Decoding for Mathematical Reasoning in Diffusion LLMs

Dacheng Tao, Daoyi Dong, Davide Modolo, Hanqing Zhao, Jue Wang, Liuyue Xie, Rongcheng Tu, Xu Zhang, Yatao Bian, Zhenhong Sun

arxiv:2608.00605 v1 · 2026-08-01 · 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{KB5AWN5QHUBGG43C6MF5BSVUEO}

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	2026-08-04T00:38:04.287427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

507a0b37b03d02637362f30bd0cab423a899f8dde7e80f495ae7f768d0b61a78

Aliases

arxiv: 2608.00605 · arxiv_version: 2608.00605v1 · doi: 10.48550/arxiv.2608.00605 · pith_short_12: KB5AWN5QHUBG · pith_short_16: KB5AWN5QHUBGG43C · pith_short_8: KB5AWN5Q

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/KB5AWN5QHUBGG43C6MF5BSVUEO \
  | 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: 507a0b37b03d02637362f30bd0cab423a899f8dde7e80f495ae7f768d0b61a78

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dbc6346812f7183c86cf2b01dfd65ccc66c434e0fd4f0a3907f9632612454ad",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-01T11:48:25Z",
    "title_canon_sha256": "42fe755fb3599d6d5c8df6171937461aa8b375b4cf1a3699ba1ca43051d87942"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00605",
    "kind": "arxiv",
    "version": 1
  }
}