Pith Number

pith:TIBGYRW2

pith:2025:TIBGYRW2O4Z5752YKOAGOMJE4O

not attested not anchored not stored refs pending

Cost-Optimal Active AI Model Evaluation

Adam Fisch, Alekh Agarwal, Anastasios N. Angelopoulos, Jacob Eisenstein, Jonathan Berant

arxiv:2506.07949 v1 · 2025-06-09 · 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{TIBGYRW2O4Z5752YKOAGOMJE4O}

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

6 papers in Pith

Prediction-Powered Active Testing

Optimized Labeling Resource Allocation for Prediction-Assisted Inference via OPAL

Causal methods for LLM development and evaluation

Efficient Evaluation of LLM Performance with Statistical Guarantees

Learning U-Statistics with Active Inference

Receipt and verification

First computed	2026-07-05T11:18:35.936447Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a026c46da7733dff7585380673124e393edd6bbba36e06ade8bb87014fef2ba

Aliases

arxiv: 2506.07949 · arxiv_version: 2506.07949v1 · doi: 10.48550/arxiv.2506.07949 · pith_short_12: TIBGYRW2O4Z5 · pith_short_16: TIBGYRW2O4Z5752Y · pith_short_8: TIBGYRW2

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/TIBGYRW2O4Z5752YKOAGOMJE4O \
  | 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: 9a026c46da7733dff7585380673124e393edd6bbba36e06ade8bb87014fef2ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a87397f70e4c73f9b384b54f081ac1efd7a2fc896094351434a395b6b7cc11c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-09T17:14:41Z",
    "title_canon_sha256": "ee713f322985cb177b073e149cfdaa7b6b229f2f596bb7ef43b6a7fc9c94cb72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.07949",
    "kind": "arxiv",
    "version": 1
  }
}