Pith Number

pith:YJTEI7L7

pith:2025:YJTEI7L7TDIZ26GC6RWQ4OECSD

not attested not anchored not stored refs pending

Position: The Future of Bayesian Prediction Is Prior-Fitted

Arik Reuter, David R\"ugamer, Frank Hutter, Noah Hollmann, Samuel M\"uller

arxiv:2505.23947 v1 · 2025-05-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YJTEI7L7TDIZ26GC6RWQ4OECSD}

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

3 papers in Pith

Reinforcement Learning Foundation Models Should Already Be A Thing

In-Context Learning for Latent Space Bayesian Optimization

SurvivalPFN: Amortizing Survival Prediction via In-Context Bayesian Inference

Receipt and verification

First computed	2026-07-05T11:12:38.848608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c266447d7f98d19d78c2f46d0e388290f06c749c9b3d3591a2142c2c8e08c8f8

Aliases

arxiv: 2505.23947 · arxiv_version: 2505.23947v1 · doi: 10.48550/arxiv.2505.23947 · pith_short_12: YJTEI7L7TDIZ · pith_short_16: YJTEI7L7TDIZ26GC · pith_short_8: YJTEI7L7

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/YJTEI7L7TDIZ26GC6RWQ4OECSD \
  | 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: c266447d7f98d19d78c2f46d0e388290f06c749c9b3d3591a2142c2c8e08c8f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5392908675e1647a89441e5fc4ca9e7f2f876a8d735d9362faea5590d51f9108",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-29T18:56:45Z",
    "title_canon_sha256": "cab7fe459595466834dd06eecbfefa20ea7d12f72baee495d1a58f5160853aa4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.23947",
    "kind": "arxiv",
    "version": 1
  }
}