Pith Number

pith:M36VHTVQ

pith:2021:M36VHTVQDNVPYCGIGEEDW6RI35

not attested not anchored not stored refs pending

Omnipredictors

Adam Tauman Kalai, Omer Reingold, Parikshit Gopalan, Udi Wieder, Vatsal Sharan

arxiv:2109.05389 v1 · 2021-09-11 · 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{M36VHTVQDNVPYCGIGEEDW6RI35}

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

5 papers in Pith

The Fair Lending Model: How the Longest-Running Algorithmic Fairness Programs Work in Practice

Multicalibration Boosting: Theory, Convergence, and Transferability

Compute Aligned Training: Optimizing for Test Time Inference

Trustworthy AI: Ensuring Reliability and Accountability from Models to Agents

Compute Aligned Training: Optimizing for Test Time Inference

Receipt and verification

First computed	2026-07-05T03:13:38.436558Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66fd53ceb01b6afc08c831083b7a28df590042f328d96e95f2af4e0a89ee6c3c

Aliases

arxiv: 2109.05389 · arxiv_version: 2109.05389v1 · doi: 10.48550/arxiv.2109.05389 · pith_short_12: M36VHTVQDNVP · pith_short_16: M36VHTVQDNVPYCGI · pith_short_8: M36VHTVQ

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/M36VHTVQDNVPYCGIGEEDW6RI35 \
  | 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: 66fd53ceb01b6afc08c831083b7a28df590042f328d96e95f2af4e0a89ee6c3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "779a4616bc2b9de91f673912769240b422b35ae18144a3d10ae60f68c5b1f6bd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-11T23:28:49Z",
    "title_canon_sha256": "d47d4ef3db9ae572f26c7181e85351de99d3794101b88e921ecde45e110590e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.05389",
    "kind": "arxiv",
    "version": 1
  }
}