Pith Number

pith:N6PCWXV7

pith:2025:N6PCWXV7OGXO4EIGFTKTZJUEW7

not attested not anchored not stored refs pending

Train Long, Think Short: Curriculum Learning for Efficient Reasoning

Abed Hammoud, Bernard Ghanem, Elie Bou-Zeid, Hasan Abed Al Kader Hammoud, Kumail Alhamoud, Marzyeh Ghassemi

arxiv:2508.08940 v1 · 2025-08-12 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N6PCWXV7OGXO4EIGFTKTZJUEW7}

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

2 papers in Pith

Training-Trajectory-Aware Token Selection

Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:52:37.067783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f9e2b5ebf71aeee11062cd53ca684b7d2d491151074742f2732adfe93bafc1b

Aliases

arxiv: 2508.08940 · arxiv_version: 2508.08940v1 · doi: 10.48550/arxiv.2508.08940 · pith_short_12: N6PCWXV7OGXO · pith_short_16: N6PCWXV7OGXO4EIG · pith_short_8: N6PCWXV7

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/N6PCWXV7OGXO4EIGFTKTZJUEW7 \
  | 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: 6f9e2b5ebf71aeee11062cd53ca684b7d2d491151074742f2732adfe93bafc1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a11110ddd7815b5c9948ada730657a53b58f2d058f89c24f56e1941938edf5f5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-12T13:48:03Z",
    "title_canon_sha256": "7bb3ef54eba45e2c9056885940e4459d38de2e8a3b8f92e6e709ca1a2b7d97af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08940",
    "kind": "arxiv",
    "version": 1
  }
}