Pith Number

pith:YEOL2CLP

pith:2023:YEOL2CLPD3O72ZWIWHDGJOGKH4

not attested not anchored not stored refs pending

AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks

Aditya Mohan, Alexander Tornede, Daphne Theodorakopoulos, Difan Deng, Henning Wachsmuth, Joseph Giovanelli, Marius Lindauer, Sarah Segel, Tanja Tornede, Theresa Eimer, Tim Ruhkopf

arxiv:2306.08107 v3 · 2023-06-13 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YEOL2CLPD3O72ZWIWHDGJOGKH4}

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.

Cited by

1 paper in Pith

ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments

Receipt and verification

First computed	2026-07-05T07:47:43.461103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c11cbd096f1eddfd66c8b1c664b8ca3f017d372d7d0125884d3825cfb9ae3487

Aliases

arxiv: 2306.08107 · arxiv_version: 2306.08107v3 · doi: 10.48550/arxiv.2306.08107 · pith_short_12: YEOL2CLPD3O7 · pith_short_16: YEOL2CLPD3O72ZWI · pith_short_8: YEOL2CLP

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/YEOL2CLPD3O72ZWIWHDGJOGKH4 \
  | 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: c11cbd096f1eddfd66c8b1c664b8ca3f017d372d7d0125884d3825cfb9ae3487

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "431fc969ed4fb567616ce7cf25b7477f635b957c3ce95d0d4a5df097b3bf37e7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-13T19:51:22Z",
    "title_canon_sha256": "c016629653d207f2644f45b32b7b8f28a4b31ae8a8b8cebbdbe88aeeaf48629d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.08107",
    "kind": "arxiv",
    "version": 3
  }
}