Pith Number

pith:T3LNVM54

pith:2025:T3LNVM54DNDXCG5B5FYAXQFYDL

not attested not anchored not stored refs pending

Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems

Ibrahim Alabdulmohsin, Xiaohua Zhai

arxiv:2502.07503 v4 · 2025-02-11 · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{T3LNVM54DNDXCG5B5FYAXQFYDL}

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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

Parcae: Scaling Laws For Stable Looped Language Models

Receipt and verification

First computed	2026-07-05T11:00:04.511329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ed6dab3bc1b47711ba1e9700bc0b81af8e196679cded04dcd53f30206c5b48f

Aliases

arxiv: 2502.07503 · arxiv_version: 2502.07503v4 · doi: 10.48550/arxiv.2502.07503 · pith_short_12: T3LNVM54DNDX · pith_short_16: T3LNVM54DNDXCG5B · pith_short_8: T3LNVM54

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/T3LNVM54DNDXCG5B5FYAXQFYDL \
  | 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: 9ed6dab3bc1b47711ba1e9700bc0b81af8e196679cded04dcd53f30206c5b48f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e803a896156884aa672da5a5745045cd96fb88285c4053bf89d1b300e18ca01d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-11T12:11:40Z",
    "title_canon_sha256": "6f9831bea663b13dd0abb7e741c5606a846a48c6d8a7e66206d24277aa6e5663"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07503",
    "kind": "arxiv",
    "version": 4
  }
}