Pith Number

pith:B6C5TDIK

pith:2024:B6C5TDIKF4IDBRJ42RLPIIWMDT

not attested not anchored not stored refs pending

Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey

Aaron Yee, Andreas Vlachos, Baobao Chang, Ge Zhang, Haozhe Zhao, Hongcheng Guo, Jian Yang, Junyang Lin, Lei Li, Lei Zhang, Liang Chen, Lingwei Meng, Minjia Zhang, Qingxiu Dong, Ruoyu Wu, Shuai Bai, Shuhuai Ren, Shujie Hu, Tianyu Liu, Wen Xiao, Xu Tan, Yichi Zhang, Yizhe Xiong, Yulong Chen, Yunshui Li, Zefan Cai, Zekun Wang

arxiv:2412.18619 v2 · 2024-12-16 · cs.CL · cs.AI · cs.CV · cs.LG · cs.MM · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B6C5TDIKF4IDBRJ42RLPIIWMDT}

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.

Cited by

8 papers in Pith

NITP: Next Implicit Token Prediction for LLM Pre-training

PseudoBench: Measuring How Agentic Auto-Research Fuels Pseudoscience

PathAR: Structure-First Autoregressive Synthesis of Multimodal Pathology Images

NITP: Next Implicit Token Prediction for LLM Pre-training

Toward Native Multimodal Modeling: A Roadmap

Receipt and verification

First computed	2026-07-05T09:55:15.887154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f85d98d0a2f1030c53cd456f422cc1cf49ec5ab5c84c8545adc03f62b4e96d5

Aliases

arxiv: 2412.18619 · arxiv_version: 2412.18619v2 · doi: 10.48550/arxiv.2412.18619 · pith_short_12: B6C5TDIKF4ID · pith_short_16: B6C5TDIKF4IDBRJ4 · pith_short_8: B6C5TDIK

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/B6C5TDIKF4IDBRJ42RLPIIWMDT \
  | 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: 0f85d98d0a2f1030c53cd456f422cc1cf49ec5ab5c84c8545adc03f62b4e96d5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e9d0a749b9502bcebb45b8f702c6ace26f97e4c570629a25ea5a4f7140ce1bd2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG",
      "cs.MM",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-16T05:02:25Z",
    "title_canon_sha256": "7a33ce22a3a0ba067522dc31cd596abbcc21149c5e0cf32ba53d5bd4b5eb5a02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18619",
    "kind": "arxiv",
    "version": 2
  }
}