Pith Number

pith:ZFNI7PYX

pith:2026:ZFNI7PYX3VQ2P62DWEXLAPUVS2

not attested not anchored not stored refs pending

Active Budget Allocation for Efficient Scaling Law Estimation via Surrogate-Guided Pruning

Daniel Beck, Markus Hiller, Trevor Cohn, Viktoria Schram

arxiv:2605.17234 v1 · 2026-05-17 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZFNI7PYX3VQ2P62DWEXLAPUVS2}

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	2026-05-20T00:03:46.777159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c95a8fbf17dd61a7fb43b12eb03e9596b008e9a62ff24b4c923ad32c05f40916

Aliases

arxiv: 2605.17234 · arxiv_version: 2605.17234v1 · doi: 10.48550/arxiv.2605.17234 · pith_short_12: ZFNI7PYX3VQ2 · pith_short_16: ZFNI7PYX3VQ2P62D · pith_short_8: ZFNI7PYX

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/ZFNI7PYX3VQ2P62DWEXLAPUVS2 \
  | 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: c95a8fbf17dd61a7fb43b12eb03e9596b008e9a62ff24b4c923ad32c05f40916

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f44696e4327d952f68baedbe713936d1abdbeb5c9c5eb9e96f5511c2160e5d62",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-17T03:01:55Z",
    "title_canon_sha256": "dfcbc058e069d74cd3328afad924b91952ba5fd2f81ec17c0e09e9e8f56411b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.17234",
    "kind": "arxiv",
    "version": 1
  }
}