Pith Number

pith:KNVO3BIU

pith:2025:KNVO3BIUT5KNG2E366TOZLACQX

not attested not anchored not stored refs pending

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Bang Liu, Boyan Li, Chenglin Wu, Chi Wang, Dekun Wu, Fengwei Teng, Glen Berseth, Haibo Jin, Haochen Shi, Haohan Wang, Hongzhang Liu, Huan Sun, Huan Zhang, Ian Foster, Jian Pei, Jianyun Nie, Jiaqi Chen, Jiawei Xu, Jiaxuan You, Jiayi Zhang, Jinlin Wang, Jinyu Xiang, Kaitao Song, Kunlun Zhu, Logan Ward, Mingchen Zhuge, Ollie Liu, Peiyan Zhang, Qiang Yang, Qingyun Wu, Shaokun Zhang, Sirui Hong, Suyuchen Wang, Tanjin He, Tianming Liu, Tongliang Liu, Xiangru Tang, Xiaojun Jia, Xiaoliang Qi, Xiaoqiang Wang, Xinbing Liang, Xinfeng Li, Yizhang Lin, Yu Gu, Yuheng Cheng, Yu Su, Yuyu Luo, Zhaoyang Yu

arxiv:2504.01990 v2 · 2025-03-31 · 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{KNVO3BIUT5KNG2E366TOZLACQX}

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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

31 papers in Pith

Advancing Multi-Agent RAG Systems with Minimalist Reinforcement Learning

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Mem-$\pi$: Adaptive Memory through Learning When and What to Generate

Scalable Environments Drive Generalizable Agents

Rewarding Beliefs, Not Actions: Consistency-Guided Credit Assignment for Long-Horizon Agents

Receipt and verification

First computed	2026-05-17T23:38:49.248455Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

536aed85149f54d3689bf7a6ecac0285efa41beea11d56d534e5f040114f809e

Aliases

arxiv: 2504.01990 · arxiv_version: 2504.01990v2 · doi: 10.48550/arxiv.2504.01990 · pith_short_12: KNVO3BIUT5KN · pith_short_16: KNVO3BIUT5KNG2E3 · pith_short_8: KNVO3BIU

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/KNVO3BIUT5KNG2E366TOZLACQX \
  | 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: 536aed85149f54d3689bf7a6ecac0285efa41beea11d56d534e5f040114f809e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a1a47a4b3745145b977ba149f0305d96bde3b9f560fc0c4b2431ff4c350632c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-03-31T18:00:29Z",
    "title_canon_sha256": "d5257b59cd303924e4caf44f542649b6880ccbab6f6879ab9429332c923ace27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.01990",
    "kind": "arxiv",
    "version": 2
  }
}