Pith Number

pith:FOMW2GLC

pith:2026:FOMW2GLC3BLHNLJ7KKCSJJSUOX

not attested not anchored not stored refs pending

Towards Code-Oriented LM Embeddings for Surrogate-Assisted Neural Architecture Search

Aaron McDaniel, Advay Balakrishnan, Jason Zutty, Pranav Somu, Stepan Kravtsov

arxiv:2605.15649 v1 · 2026-05-15 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FOMW2GLC3BLHNLJ7KKCSJJSUOX}

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	2026-05-20T00:01:10.075246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b996d1962d85676ad3f528524a65475c58cf575bcdf47fcfb17145052f73caa

Aliases

arxiv: 2605.15649 · arxiv_version: 2605.15649v1 · doi: 10.48550/arxiv.2605.15649 · pith_short_12: FOMW2GLC3BLH · pith_short_16: FOMW2GLC3BLHNLJ7 · pith_short_8: FOMW2GLC

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/FOMW2GLC3BLHNLJ7KKCSJJSUOX \
  | 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: 2b996d1962d85676ad3f528524a65475c58cf575bcdf47fcfb17145052f73caa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "841b14f7ab7a65bdab1f77b63c56a54fe0a0d5befff1eb5d7134c419f5f00839",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T06:07:25Z",
    "title_canon_sha256": "4566da02b952d093ec61574fc520f308ead816c9d32627c362e504406a1eb514"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.15649",
    "kind": "arxiv",
    "version": 1
  }
}