Pith Number

pith:ENZAIGGZ

pith:2025:ENZAIGGZJ4JTKBLKCYEFQFD366

not attested not anchored not stored refs pending

In-the-Flow Agentic System Optimization for Effective Planning and Tool Use

Haoxiang Zhang, James Zou, Jianwen Xie, Pan Lu, Seungju Han, Sheng Liu, Yejin Choi, Yu Zhang, Zhuofeng Li

arxiv:2510.05592 v2 · 2025-10-07 · cs.AI · cs.CL · cs.LG · cs.MA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ENZAIGGZJ4JTKBLKCYEFQFD366}

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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

11 papers in Pith

FORT-Searcher: Synthesizing Shortcut-Resistant Search Tasks for Training Deep Search Agents

Beyond Absolute Imitation: Anchored Residual Guidance for Privileged On-Policy Distillation

DAR: Deontic Reasoning with Agentic Harnesses

Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization

NEWTON: Agentic Planning for Physically Grounded Video Generation

Receipt and verification

First computed	2026-07-23T01:23:29.428699Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

23720418d94f1335056a160858147bf7a9c34236b645bacc436093d577b8a443

Aliases

arxiv: 2510.05592 · arxiv_version: 2510.05592v2 · doi: 10.48550/arxiv.2510.05592 · pith_short_12: ENZAIGGZJ4JT · pith_short_16: ENZAIGGZJ4JTKBLK · pith_short_8: ENZAIGGZ

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/ENZAIGGZJ4JTKBLKCYEFQFD366 \
  | 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: 23720418d94f1335056a160858147bf7a9c34236b645bacc436093d577b8a443

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82e9483b1af753c432322d61434add349d32bff2be4472819456e33e58d51cb3",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-10-07T05:32:44Z",
    "title_canon_sha256": "1cc56bf8f0f6c28689d899eed5955865f116316562a157e8796b09070b5ada26"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.05592",
    "kind": "arxiv",
    "version": 2
  }
}