Pith Number

pith:ZQRMNYOO

pith:2023:ZQRMNYOONH7WSBMRMRHYCBMQEB

not attested not anchored not stored refs pending

Improved Bayes Risk Can Yield Reduced Social Welfare Under Competition

Jacob Steinhardt, Meena Jagadeesan, Michael I. Jordan, Nika Haghtalab

arxiv:2306.14670 v3 · 2023-06-26 · cs.GT · cs.CY · 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{ZQRMNYOONH7WSBMRMRHYCBMQEB}

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	2026-07-05T07:41:41.155572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc22c6e1ce69ff690591644f810590205d99eb65e57d64cc20b7ed20cafb7977

Aliases

arxiv: 2306.14670 · arxiv_version: 2306.14670v3 · doi: 10.48550/arxiv.2306.14670 · pith_short_12: ZQRMNYOONH7W · pith_short_16: ZQRMNYOONH7WSBMR · pith_short_8: ZQRMNYOO

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/ZQRMNYOONH7WSBMRMRHYCBMQEB \
  | 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: cc22c6e1ce69ff690591644f810590205d99eb65e57d64cc20b7ed20cafb7977

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "26d9ffd99f0f294722d6ba7a1457e2ff6a0b015439eb3552267d3428d1647c60",
    "cross_cats_sorted": [
      "cs.CY",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2023-06-26T13:06:34Z",
    "title_canon_sha256": "5b34f5a3a32e4495138547ca7abc8539b033eca0e1d25a4ccdfcd964c1719705"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.14670",
    "kind": "arxiv",
    "version": 3
  }
}