Pith Number

pith:OPEA3CSI

pith:2026:OPEA3CSIEMVZEGHX5X6GE53WPP

not attested not anchored not stored refs pending

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation

Alvin Deng, Ari Morcos, Bogdan Gaza, DatologyAI: Matthew L. Leavitt, David Schwab, Haakon Mongstad, Haoli Yin, Rishabh Adiga, Siddharth Joshi

arxiv:2606.25432 v1 · 2026-06-24 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OPEA3CSIEMVZEGHX5X6GE53WPP}

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.

Receipt and verification

First computed	2026-06-25T01:18:05.225339Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73c80d8a48232b9218f7edfc6277767befa9b062e8ac5e89522d88f97bac3f2c

Aliases

arxiv: 2606.25432 · arxiv_version: 2606.25432v1 · doi: 10.48550/arxiv.2606.25432 · pith_short_12: OPEA3CSIEMVZ · pith_short_16: OPEA3CSIEMVZEGHX · pith_short_8: OPEA3CSI

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/OPEA3CSIEMVZEGHX5X6GE53WPP \
  | 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: 73c80d8a48232b9218f7edfc6277767befa9b062e8ac5e89522d88f97bac3f2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f968b319cc5dbd75d768d2c77ffebf307a9a3e84090d0d910db4a34f625a58c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-24T05:50:28Z",
    "title_canon_sha256": "ca6476d6245a025caaf59b072131166f1ddc5ccaf0f1ac465a81a6f7e54983e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25432",
    "kind": "arxiv",
    "version": 1
  }
}