Pith Number

pith:PBBSJDEN

pith:2026:PBBSJDENTVBM6VDINGHLHO77ZF

not attested not anchored not stored refs pending

Toward Efficient Agents: Memory, Tool learning, and Planning

Daizong Liu, Heng Zhou, Jing Shao, Lijun Li, Li Kang, Ning Ding, Qianshan Wei, Qi Li, Rui Ye, Siheng Chen, Tong Zhu, Xiaofang Yang, Xiaoye Qu, Yiran Qin, Yuchen Fan

arxiv:2601.14192 v2 · 2026-01-20 · cs.AI · 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{PBBSJDENTVBM6VDINGHLHO77ZF}

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

7 papers in Pith

READER: Robust Evidence-based Authorship Decoding via Extracted Representations

LLM Agents Already Know When to Call Tools -- Even Without Reasoning

Are Rationales Necessary and Sufficient? Tuning LLMs for Explainable Misinformation Detection

HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution

LLM Agents Already Know When to Call Tools -- Even Without Reasoning

Receipt and verification

First computed	2026-07-07T01:16:04.434683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7843248c8d9d42cf5468698eb3bbffc96b71a252ec818fb6950feac45868352a

Aliases

arxiv: 2601.14192 · arxiv_version: 2601.14192v2 · doi: 10.48550/arxiv.2601.14192 · pith_short_12: PBBSJDENTVBM · pith_short_16: PBBSJDENTVBM6VDI · pith_short_8: PBBSJDEN

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/PBBSJDENTVBM6VDINGHLHO77ZF \
  | 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: 7843248c8d9d42cf5468698eb3bbffc96b71a252ec818fb6950feac45868352a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abebf4bd928d10775d1b4215ae3f22ee4c719264b59ca8027f389ff6d4903f8d",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-01-20T17:51:56Z",
    "title_canon_sha256": "aaf21e5136791f2b66b8ac9c8bee647a3e8ffa5b70d11a8591e2eaa548bdfdd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.14192",
    "kind": "arxiv",
    "version": 2
  }
}