Pith Number

pith:JD4AUJBF

pith:2025:JD4AUJBFGW2MBILCCXK367VXES

not attested not anchored not stored refs pending

How Well do LLMs Compress Their Own Chain-of-Thought? A Token Complexity Approach

Ayeong Lee, Ethan Che, Tianyi Peng

arxiv:2503.01141 v2 · 2025-03-03 · cs.CL · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JD4AUJBFGW2MBILCCXK367VXES}

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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

10 papers in Pith

Prompt Compression via Activation Aggregation

ThoughtFold: Folding Reasoning Chains via Introspective Preference Learning

SLAT: Segment-Level Adaptive Trimming for Efficient CoT Reasoning

Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs

Dynamic Rollout Editing for Reducing Overthinking in RL-Trained Reasoning Models

Receipt and verification

First computed	2026-07-05T10:42:15.350525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48f80a242535b4c0a16215d5bf7eb72497cca937e0f69f844e7aa3b5035e110b

Aliases

arxiv: 2503.01141 · arxiv_version: 2503.01141v2 · doi: 10.48550/arxiv.2503.01141 · pith_short_12: JD4AUJBFGW2M · pith_short_16: JD4AUJBFGW2MBILC · pith_short_8: JD4AUJBF

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/JD4AUJBFGW2MBILCCXK367VXES \
  | 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: 48f80a242535b4c0a16215d5bf7eb72497cca937e0f69f844e7aa3b5035e110b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73ef2bd452506d1175f73034bade7f031be06479c7c4ad43224de74d872f0567",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-03-03T03:48:20Z",
    "title_canon_sha256": "d35dbc363d5198356219aa80916161dfd15e27fe74ec19f100544d37737454fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01141",
    "kind": "arxiv",
    "version": 2
  }
}