Pith Number

pith:BYZQCFHX

pith:2024:BYZQCFHXFKH6XA3ICRMRI4DHM2

not attested not anchored not stored refs pending

On the Power of Decision Trees in Auto-Regressive Language Modeling

Eran Malach, Tomaso Poggio, Tomer Galanti, Yulu Gan

arxiv:2409.19150 v1 · 2024-09-27 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYZQCFHXFKH6XA3ICRMRI4DHM2}

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

1 paper in Pith

Position: A Theory of Deep Learning Must Include Compositional Sparsity

Receipt and verification

First computed	2026-07-05T09:13:11.311049Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e330114f72a8feb8368145914706766a548cc5dc1793b4b5c7b5a03fd8490a3

Aliases

arxiv: 2409.19150 · arxiv_version: 2409.19150v1 · doi: 10.48550/arxiv.2409.19150 · pith_short_12: BYZQCFHXFKH6 · pith_short_16: BYZQCFHXFKH6XA3I · pith_short_8: BYZQCFHX

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/BYZQCFHXFKH6XA3ICRMRI4DHM2 \
  | 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: 0e330114f72a8feb8368145914706766a548cc5dc1793b4b5c7b5a03fd8490a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a3be6147220253f1b86e75645162bcbe827454950611f316f40f180de360313",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-27T21:25:00Z",
    "title_canon_sha256": "04e949b97e2f698f77d0c93b568f6e1e2542cbacf04e4a0b9442ad97fbf22e14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.19150",
    "kind": "arxiv",
    "version": 1
  }
}