Pith Number

pith:MMMGG5QT

pith:2025:MMMGG5QTOVSXVJGNVOJDQWSZ5R

not attested not anchored not stored refs pending

The Relationship Between Reasoning and Performance in Large Language Models -- o3 (mini) Thinks Harder, Not Longer

Andres Algaba, Marthe Ballon, Vincent Ginis

arxiv:2502.15631 v1 · 2025-02-21 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{MMMGG5QTOVSXVJGNVOJDQWSZ5R}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

6 papers in Pith

Can AI Agents Synthesize Scientific Conclusions?

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems

When Agents Fail: A Comprehensive Study of Bugs in LLM Agents with Automated Labeling

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Receipt and verification

First computed	2026-07-05T10:18:04.866245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

631863761375657aa4cdab92385a59ec7c995814868f97f1eb9fbfefbb949528

Aliases

arxiv: 2502.15631 · arxiv_version: 2502.15631v1 · doi: 10.48550/arxiv.2502.15631 · pith_short_12: MMMGG5QTOVSX · pith_short_16: MMMGG5QTOVSXVJGN · pith_short_8: MMMGG5QT

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/MMMGG5QTOVSXVJGNVOJDQWSZ5R \
  | 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: 631863761375657aa4cdab92385a59ec7c995814868f97f1eb9fbfefbb949528

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffad8c1fde741cf4acd576ec3bd99c33795dc317de2f02d12d24679594fa0935",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-21T17:59:13Z",
    "title_canon_sha256": "25ce539691ad63d0aeff3754565bfc629a4fb643f6de292f623ff83dd9a916e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15631",
    "kind": "arxiv",
    "version": 1
  }
}