Pith Number

pith:KID56CIH

pith:2025:KID56CIHUGNMJSSB4SKPI7XGGE

not attested not anchored not stored refs pending

Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners

Albert Gu, Aviv Bick, Daniele Paliotta, Fran\c{c}ois Fleuret, Junxiong Wang, J. Zico Kolter, Kevin Y. Li, Matteo Pagliardini, Tri Dao

arxiv:2502.20339 v1 · 2025-02-27 · 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{KID56CIHUGNMJSSB4SKPI7XGGE}

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

Morphing into Hybrid Attention Models

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers

Receipt and verification

First computed	2026-07-05T10:21:13.201048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5207df0907a19ac4ca41e494f47ee631117df4bbb380da26aa0f1afad50e302f

Aliases

arxiv: 2502.20339 · arxiv_version: 2502.20339v1 · doi: 10.48550/arxiv.2502.20339 · pith_short_12: KID56CIHUGNM · pith_short_16: KID56CIHUGNMJSSB · pith_short_8: KID56CIH

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/KID56CIHUGNMJSSB4SKPI7XGGE \
  | 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: 5207df0907a19ac4ca41e494f47ee631117df4bbb380da26aa0f1afad50e302f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "684a28b76471cd7d8bc2342be5acc075011f35e5ae92dc6b65292175a3ef3bed",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-27T18:08:16Z",
    "title_canon_sha256": "e4131a39d115b19c6ee477f3b9ab91387be06d67207ad29de2f505c0e72d8f17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.20339",
    "kind": "arxiv",
    "version": 1
  }
}