Pith Number

pith:YXJDU4UE

pith:2025:YXJDU4UETFDCFAS53PTFQGLGU2

not attested not anchored not stored refs pending

Large Language Models Think Too Fast To Explore Effectively

Hanbo Xie, Lan Pan, Robert C. Wilson

arxiv:2501.18009 v2 · 2025-01-29 · cs.AI · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YXJDU4UETFDCFAS53PTFQGLGU2}

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

3 papers in Pith

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes

What Do Evolutionary Coding Agents Evolve?

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation

Receipt and verification

First computed	2026-07-05T11:01:31.385283Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5d23a7284994622825ddbe6581966a6bac557337b77852335e2063025915c3a

Aliases

arxiv: 2501.18009 · arxiv_version: 2501.18009v2 · doi: 10.48550/arxiv.2501.18009 · pith_short_12: YXJDU4UETFDC · pith_short_16: YXJDU4UETFDCFAS5 · pith_short_8: YXJDU4UE

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/YXJDU4UETFDCFAS53PTFQGLGU2 \
  | 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: c5d23a7284994622825ddbe6581966a6bac557337b77852335e2063025915c3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b6ffaebaef63cb242ed735b6104cd575123419158c214901349a1e318e1165c",
    "cross_cats_sorted": [
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-29T21:51:17Z",
    "title_canon_sha256": "9ad977e51e113e8c73617752dba6a3e677b55e927dfcde6bd9c4fc0df035698e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18009",
    "kind": "arxiv",
    "version": 2
  }
}