Pith Number

pith:CMPQKTXV

pith:2025:CMPQKTXVTBQ5X3OW27UOKAN27G

not attested not anchored not stored refs pending

Overclocking LLM Reasoning: Monitoring and Controlling Thinking Path Lengths in LLMs

Itamar Zimerman, Lior Wolf, Roy Eisenstadt

arxiv:2506.07240 v1 · 2025-06-08 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CMPQKTXVTBQ5X3OW27UOKAN27G}

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

6 papers in Pith

From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

Uncovering the Representation Geometry of Minimal Cores in Overcomplete Reasoning Traces

Prefix-Safe Bayesian Belief Tracking for LLM Reasoning Reliability:Separating Calibration from Ranking

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training

Receipt and verification

First computed	2026-07-05T11:18:04.112271Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

131f054ef59861dbedd6d7e8e501baf99c8a45489ef34aee8b056daa9b723010

Aliases

arxiv: 2506.07240 · arxiv_version: 2506.07240v1 · doi: 10.48550/arxiv.2506.07240 · pith_short_12: CMPQKTXVTBQ5 · pith_short_16: CMPQKTXVTBQ5X3OW · pith_short_8: CMPQKTXV

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/CMPQKTXVTBQ5X3OW27UOKAN27G \
  | 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: 131f054ef59861dbedd6d7e8e501baf99c8a45489ef34aee8b056daa9b723010

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "30dd7a6ffbdb3c30fc58e44223fe106cc89f7183070381087304b29e726c78ca",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-08T17:54:33Z",
    "title_canon_sha256": "cc2ed2b814d796c4324b4bdefb5022c4e6f675e125617e3e2a811c39773e152d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07240",
    "kind": "arxiv",
    "version": 1
  }
}