Pith Number

pith:KRGVJMJZ

pith:2025:KRGVJMJZZPQTGU7DOMVGZPABL5

not attested not anchored not stored refs pending

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models

Dengyun Peng, HuiKang Su, Jiannan Guan, Jinhao Liu, Libo Qin, Qiguang Chen, Wanxiang Che

arxiv:2508.11582 v1 · 2025-08-15 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KRGVJMJZZPQTGU7DOMVGZPABL5}

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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

1 paper in Pith

Nice Fold or Hero Call: Learning Budget-Efficient Thinking for Adaptive Reasoning

Receipt and verification

First computed	2026-07-05T11:54:35.823557Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

544d54b139cbe13353e3732a6cbc015f75677cc81797984a6f06e7b293b0bc61

Aliases

arxiv: 2508.11582 · arxiv_version: 2508.11582v1 · doi: 10.48550/arxiv.2508.11582 · pith_short_12: KRGVJMJZZPQT · pith_short_16: KRGVJMJZZPQTGU7D · pith_short_8: KRGVJMJZ

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/KRGVJMJZZPQTGU7DOMVGZPABL5 \
  | 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: 544d54b139cbe13353e3732a6cbc015f75677cc81797984a6f06e7b293b0bc61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85cfb2480c8dfce644abf68d95c047da8c56e57b8c8b59c05b51772cc0962d18",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-15T16:40:29Z",
    "title_canon_sha256": "8c51a6662041cb3e2705d4954a59e476ef30cb045a97d028e62e07dc7bcbb41e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11582",
    "kind": "arxiv",
    "version": 1
  }
}