Pith Number

pith:QOGCOYU7

pith:2026:QOGCOYU7PR2OS65I4YKQPIBKDJ

not attested not anchored not stored refs pending

Speculative Refinement: A Hybrid Autoregressive Diffusion Decoding Strategy and Its Behavior Across Benchmarks

Aditi Gupta, Kushagra Trivedi, Neel Mishra, Pawan Kumar

arxiv:2606.27474 v1 · 2026-06-25 · cs.SE · 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{QOGCOYU7PR2OS65I4YKQPIBKDJ}

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	2026-06-29T00:14:07.423451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

838c27629f7c74e97ba8e61507a02a1a71e31c86d3d3bd254ecdb3f348ad2584

Aliases

arxiv: 2606.27474 · arxiv_version: 2606.27474v1 · doi: 10.48550/arxiv.2606.27474 · pith_short_12: QOGCOYU7PR2O · pith_short_16: QOGCOYU7PR2OS65I · pith_short_8: QOGCOYU7

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/QOGCOYU7PR2OS65I4YKQPIBKDJ \
  | 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: 838c27629f7c74e97ba8e61507a02a1a71e31c86d3d3bd254ecdb3f348ad2584

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cf0d6f810bc311d19cc84b65f3fda6e106a1378a514609b432ac2feb27ccf94",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-06-25T18:52:24Z",
    "title_canon_sha256": "2659084f62a2782caef188e9ea035e55e1445cb88501860f63517c261cfc8cbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27474",
    "kind": "arxiv",
    "version": 1
  }
}