Pith Number

pith:7CRPBYN7

pith:2025:7CRPBYN7V7PTC5ZTXVPNHRVJCS

not attested not anchored not stored refs pending

Scaling Test-time Compute for LLM Agents

Changwang Zhang, Chenghua Lin, Dehua Ma, Ge Zhang, Hanhao Li, Jiaheng Liu, Jian Yang, Jun Wang, King Zhu, Minghao Liu, Siwei Wu, Tianshun Xing, Wangchunshu Zhou, Xiangru Tang, Yuchen Eleanor Jiang

arxiv:2506.12928 v1 · 2025-06-15 · 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{7CRPBYN7V7PTC5ZTXVPNHRVJCS}

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

8 papers in Pith

IdleSpec: Exploiting Idle Time via Speculative Planning for LLM Agents

ExComm: Exploration-Stage Communication for Error-Resilient Agentic Test-Time Scaling

TClone: Low-Latency Forking of Live GUI Environments for Computer-Use Agents

Self-Pruned Key-Value Attention: Learning When to Write by Predicting Future Utility

The Granularity Mismatch in Agent Security: Argument-Level Provenance Solves Enforcement and Isolates the LLM Reasoning Bottleneck

Receipt and verification

First computed	2026-07-05T11:22:02.525985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8a2f0e1bfafdf317733bd5ed3c6a914b7e8405781ded5aacb89477972904761

Aliases

arxiv: 2506.12928 · arxiv_version: 2506.12928v1 · doi: 10.48550/arxiv.2506.12928 · pith_short_12: 7CRPBYN7V7PT · pith_short_16: 7CRPBYN7V7PTC5ZT · pith_short_8: 7CRPBYN7

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/7CRPBYN7V7PTC5ZTXVPNHRVJCS \
  | 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: f8a2f0e1bfafdf317733bd5ed3c6a914b7e8405781ded5aacb89477972904761

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf6b8efcd864faf1932a3140c2afaf9605b2473f9748a2dd77de43d3216f7e0a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-06-15T17:59:47Z",
    "title_canon_sha256": "357a3369651c905ad5f84be4cd060aca14443a587c6982ae41ab0e9e58f0b783"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12928",
    "kind": "arxiv",
    "version": 1
  }
}