Pith Number

pith:755WHYYQ

pith:2025:755WHYYQTX2FUFK5PDYWDEY5N3

not attested not anchored not stored refs pending

A Survey on Latent Reasoning

Andrew Smith, Assel Kembay, Binh Nguyen, Chenghua Lin, Chongxuan Li, Chujie Zheng, Dawei Zhu, Ge Zhang, Hao Wang, Jason Eshraghian, Jiaheng Liu, Jian Yang, Jinfa Huang, Kaiwen Xue, Rui-Jie Zhu, Taylor Kergan, Tianhao Cheng, Tianhao Peng, Tianle Cai, Tianyu Liu, Wangchunshu Zhou, Wenhao Huang, Xingwei Qu, Xuanliang Zhang, Yongchi Zhao, Yong Shan, Yuhong Chou, Yuqi Pan, Yuyin Zhou, Zefan Cai, Zhaoxiang Zhang, Zhenhe Wu, Zhoujun Li

arxiv:2507.06203 v2 · 2025-07-08 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{755WHYYQTX2FUFK5PDYWDEY5N3}

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

19 papers in Pith

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning

LaME: Learning to Think in Latent Space for Multimodal Embedding via Information Bottleneck

Think Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models

Intuition-Guided Latent Reasoning for LLM-Based Recommendation

Stabilizing Recurrent Dynamics for Test-Time Scalable Latent Reasoning in Looped Language Models

Receipt and verification

First computed	2026-07-05T11:34:53.960276Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff7b63e3109df45a155d78f161931d6efad4f136f16268088129b4de0dec0879

Aliases

arxiv: 2507.06203 · arxiv_version: 2507.06203v2 · doi: 10.48550/arxiv.2507.06203 · pith_short_12: 755WHYYQTX2F · pith_short_16: 755WHYYQTX2FUFK5 · pith_short_8: 755WHYYQ

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/755WHYYQTX2FUFK5PDYWDEY5N3 \
  | 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: ff7b63e3109df45a155d78f161931d6efad4f136f16268088129b4de0dec0879

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef6e54afdc8ca38552b0f2a400a0cc4001da1b8377aa3708e727f8fa39037b66",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-08T17:29:07Z",
    "title_canon_sha256": "8c5511994f90c511b6eb97f396751452d97d3e3debdc5afc6880b0d6220a822f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06203",
    "kind": "arxiv",
    "version": 2
  }
}