Pith Number

pith:CV6ZAEAF

pith:2026:CV6ZAEAF4UVWKR5SJM7XL3JSA7

not attested not anchored not stored refs pending

Agentic Bayesian Optimization through Surrogate-Augmented Autoresearch

Djordje Gligorijevic, Kevin De Angeli, Louis Tiao, Nhat Le, Paul Brunzema, Yao Xuan

arxiv:2608.00316 v1 · 2026-07-31 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CV6ZAEAF4UVWKR5SJM7XL3JSA7}

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	2026-08-04T00:35:03.400295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

157d901005e52b6547b24b3f75ed3207c42280c62f7c8e7b608a8913213f03bf

Aliases

arxiv: 2608.00316 · arxiv_version: 2608.00316v1 · doi: 10.48550/arxiv.2608.00316 · pith_short_12: CV6ZAEAF4UVW · pith_short_16: CV6ZAEAF4UVWKR5S · pith_short_8: CV6ZAEAF

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/CV6ZAEAF4UVWKR5SJM7XL3JSA7 \
  | 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: 157d901005e52b6547b24b3f75ed3207c42280c62f7c8e7b608a8913213f03bf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c14e6423f6bf07933f659ce6996ba2a9de6b4b24f9a8647de8f4febd71a12b2c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-31T22:01:18Z",
    "title_canon_sha256": "ea60e049e665ba3f5859a9ea6a035f28273f05d7027d607452be2c92c7332371"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00316",
    "kind": "arxiv",
    "version": 1
  }
}