Pith Number

pith:UJOWAE5M

pith:2026:UJOWAE5MWGPSPEN24L3YFD7AXO

not attested not anchored not stored refs pending

Scaling Inherently Interpretable Language Models

Andreas Madsen, Aya Abdelsalam Ismail, Giang Nguyen, Guide Labs Team, Isaac Plant, Julius Adebayo, Muawiz Chaudhary, Nathaniel Monson, Saqib Azim, Zhichen Guo

arxiv:2608.07594 v1 · 2026-08-06 · 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{UJOWAE5MWGPSPEN24L3YFD7AXO}

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	2026-08-11T00:15:26.876022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a25d6013acb19f2791bae2f7828fe0bb95ab896440e1bee9e2918f1f86be1b42

Aliases

arxiv: 2608.07594 · arxiv_version: 2608.07594v1 · doi: 10.48550/arxiv.2608.07594 · pith_short_12: UJOWAE5MWGPS · pith_short_16: UJOWAE5MWGPSPEN2 · pith_short_8: UJOWAE5M

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/UJOWAE5MWGPSPEN24L3YFD7AXO \
  | 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: a25d6013acb19f2791bae2f7828fe0bb95ab896440e1bee9e2918f1f86be1b42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76af2aa2f911f8a8ea2b29f012b7f9c7f1320c2684e3e83a560d1885996b1835",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-08-06T04:29:58Z",
    "title_canon_sha256": "c7f205146b171e36c7e34d0f4f85536ae92fdc395cd8d6d6f630b8c1e0a595b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.07594",
    "kind": "arxiv",
    "version": 1
  }
}