Pith Number

pith:CTUKKGOY

pith:2025:CTUKKGOYW3DQYU4NG2VCE2VET2

not attested not anchored not stored refs pending

Efficient Agents: Building Effective Agents While Reducing Cost

Changwang Zhang, Ge Zhang, Heyuan Huang, He Zhu, Jiaheng Liu, Jian Yang, Jun Wang, Ningning Wang, Pai Liu, Shengyu Zhang, Wangchunshu Zhou, Xavier Hu, Yuchen Eleanor Jiang, Yue Hou

arxiv:2508.02694 v1 · 2025-07-24 · cs.AI · cs.CL · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CTUKKGOYW3DQYU4NG2VCE2VET2}

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

2 papers in Pith

Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG

AtlasVA: Self-Evolving Visual Skill Memory for Teacher-Free VLM Agents

Receipt and verification

First computed	2026-07-05T11:48:29.257608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14e8a519d8b6c70c538d36aa226aa49e97f6df2f211d2efe707dc1958c326afe

Aliases

arxiv: 2508.02694 · arxiv_version: 2508.02694v1 · doi: 10.48550/arxiv.2508.02694 · pith_short_12: CTUKKGOYW3DQ · pith_short_16: CTUKKGOYW3DQYU4N · pith_short_8: CTUKKGOY

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/CTUKKGOYW3DQYU4NG2VCE2VET2 \
  | 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: 14e8a519d8b6c70c538d36aa226aa49e97f6df2f211d2efe707dc1958c326afe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "891253f511011dce83e0fdc7b341f64cc459080791130c563e47b6c425818620",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-24T17:56:51Z",
    "title_canon_sha256": "f892fc6edcc994ce55b99e7b6a0e6e5562f68edd8e0b86c0b9d86255f4aaf570"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.02694",
    "kind": "arxiv",
    "version": 1
  }
}