Pith Number

pith:TDDJRNJJ

pith:2025:TDDJRNJJBUI5EV3S5D4J2F6FED

not attested not anchored not stored refs pending

Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty

Deshu Chen, Hongwei Zhang, Xin Guo, Yifeng Jiao, Yuan Cheng, Zehui Ling

arxiv:2506.10446 v1 · 2025-06-12 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TDDJRNJJBUI5EV3S5D4J2F6FED}

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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

5 papers in Pith

A First-Principles Theory of Slow Thinking and Active Perception

Beyond Penalizing Mistakes: Stabilizing Efficiency Training in Large Reasoning Models via Adaptive Correct-Only Rewards

SLAT: Segment-Level Adaptive Trimming for Efficient CoT Reasoning

Reinforcement Learning for Tool-Calling Agents in Fast Healthcare Interoperability Resources (FHIR)

PR-CAD: Progressive Refinement for Unified Controllable and Faithful Text-to-CAD Generation with Large Language Models

Receipt and verification

First computed	2026-07-05T11:20:23.881689Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98c698b5290d11d25772e8f89d17c520ddc574dfbbe954d5f475fb94b54e18b5

Aliases

arxiv: 2506.10446 · arxiv_version: 2506.10446v1 · doi: 10.48550/arxiv.2506.10446 · pith_short_12: TDDJRNJJBUI5 · pith_short_16: TDDJRNJJBUI5EV3S · pith_short_8: TDDJRNJJ

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/TDDJRNJJBUI5EV3S5D4J2F6FED \
  | 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: 98c698b5290d11d25772e8f89d17c520ddc574dfbbe954d5f475fb94b54e18b5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "301cb76901d446a68768e7598c3eda7d8dfa99331922d4871251bfc89a8660f3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-12T07:49:24Z",
    "title_canon_sha256": "178d1a23c05985487d74b54a2d8c7c7673083faf8f2484cf36ac0931ca635e74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10446",
    "kind": "arxiv",
    "version": 1
  }
}