Pith Number

pith:XH27S3D3

pith:2025:XH27S3D3RYHQRCUXHCVJY663SI

not attested not anchored not stored refs pending

Overcoming Semantic Dilution in Transformer-Based Next Frame Prediction

Hung Du, Hy Nguyen, Kon Mouzakis, Rajesh Vasa, Srikanth Thudumu

arxiv:2501.16753 v1 · 2025-01-28 · cs.CV · 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{XH27S3D3RYHQRCUXHCVJY663SI}

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	2026-07-05T10:06:18.055163Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9f5f96c7b8e0f088a9738aa9c7bdb9233882f302fef0e1f9562d80255b15213

Aliases

arxiv: 2501.16753 · arxiv_version: 2501.16753v1 · doi: 10.48550/arxiv.2501.16753 · pith_short_12: XH27S3D3RYHQ · pith_short_16: XH27S3D3RYHQRCUX · pith_short_8: XH27S3D3

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/XH27S3D3RYHQRCUXHCVJY663SI \
  | 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: b9f5f96c7b8e0f088a9738aa9c7bdb9233882f302fef0e1f9562d80255b15213

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c6add2081fc1b3a35652b055ef7637213fced7ab59073133a09a6f4168f84f5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-28T07:12:29Z",
    "title_canon_sha256": "545cc42441c85addafd7310afaa3ca4bfa9121ca20325473571bdde0fdb03017"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16753",
    "kind": "arxiv",
    "version": 1
  }
}