Pith Number

pith:IFMYWX5L

pith:2025:IFMYWX5LWWYHW36D5SAYV64VSQ

not attested not anchored not stored refs pending

EvoFlow: Evolving Diverse Agentic Workflows On The Fly

Guancheng Wan, Guibin Zhang, Heng Chang, Hong Cheng, Kaijie Chen, Kun Wang, Lei Bai, Shuyue Hu

arxiv:2502.07373 v1 · 2025-02-11 · cs.LG · cs.CL · cs.MA · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IFMYWX5LWWYHW36D5SAYV64VSQ}

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

11 papers in Pith

Who Broke the System? Failure Localization in LLM-Based Multi-Agent Systems

FALAT: Tracing Failures in LLM Agent Trajectories via Dependency-Guided Search

MemEvolve: Meta-Evolution of Agent Memory Systems

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

FlowCompile: An Optimizing Compiler for Structured LLM Workflows

Receipt and verification

First computed	2026-07-05T10:12:36.587285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41598b5fabb5b07b6fc3ec818afb959436d3dac5e8ffda9c90ba0668629d65ca

Aliases

arxiv: 2502.07373 · arxiv_version: 2502.07373v1 · doi: 10.48550/arxiv.2502.07373 · pith_short_12: IFMYWX5LWWYH · pith_short_16: IFMYWX5LWWYHW36D · pith_short_8: IFMYWX5L

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/IFMYWX5LWWYHW36D5SAYV64VSQ \
  | 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: 41598b5fabb5b07b6fc3ec818afb959436d3dac5e8ffda9c90ba0668629d65ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e75f968a770339a78d9e587576857489d31ebac816ede290e8eef78939e1c9f1",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.MA",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-11T08:48:46Z",
    "title_canon_sha256": "379e61490996b2f6948590f2283cba63753f7b5c0fed88801c7237750e2351a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07373",
    "kind": "arxiv",
    "version": 1
  }
}