Pith Number

pith:OTPPFXCN

pith:2025:OTPPFXCN7IZAJS3HP2K2RTLUG3

not attested not anchored not stored refs pending

Scaling Context Requires Rethinking Attention

Carles Gelada, Jacob Buckman, Sean Zhang, Txus Bach

arxiv:2507.04239 v1 · 2025-07-06 · cs.LG · 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{OTPPFXCN7IZAJS3HP2K2RTLUG3}

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

MeMo: Memory as a Model

Receipt and verification

First computed	2026-07-05T11:32:44.059714Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74def2dc4dfa3204cb677e95a8cd7436f5a076d6cca395aac87aa60a92f3132b

Aliases

arxiv: 2507.04239 · arxiv_version: 2507.04239v1 · doi: 10.48550/arxiv.2507.04239 · pith_short_12: OTPPFXCN7IZA · pith_short_16: OTPPFXCN7IZAJS3H · pith_short_8: OTPPFXCN

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/OTPPFXCN7IZAJS3HP2K2RTLUG3 \
  | 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: 74def2dc4dfa3204cb677e95a8cd7436f5a076d6cca395aac87aa60a92f3132b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1276c1f8ee0f10f7ece6d6c8e51376033e66782eecab7cfec8c18e0d673653db",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-06T04:15:34Z",
    "title_canon_sha256": "d23e91819c7d702d0dfcce21732292b8b589055a68ba8b4bc0203d56b12d0ecb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04239",
    "kind": "arxiv",
    "version": 1
  }
}