Pith Number

pith:P63XO3M3

pith:2026:P63XO3M3K56Y6UXY4UBNTDP533

not attested not anchored not stored refs pending

Causality as the Statistical Conscience of Artificial Intelligence: From Pearl's Ladder to Trustworthy Machines

Ernest Fokou\'e

arxiv:2605.24076 v1 · 2026-05-22 · stat.ML · 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{P63XO3M3K56Y6UXY4UBNTDP533}

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	2026-05-26T01:02:44.079243Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7fb7776d9b577d8f52f8e502d98dfddefcd8cf66e6b5cf552fd07d7234aee273

Aliases

arxiv: 2605.24076 · arxiv_version: 2605.24076v1 · doi: 10.48550/arxiv.2605.24076 · pith_short_12: P63XO3M3K56Y · pith_short_16: P63XO3M3K56Y6UXY · pith_short_8: P63XO3M3

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/P63XO3M3K56Y6UXY4UBNTDP533 \
  | 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: 7fb7776d9b577d8f52f8e502d98dfddefcd8cf66e6b5cf552fd07d7234aee273

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78d85a67428fcafa8189aa5bb552dd6507e6c703d2e78b7f767bde5558c632b0",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-05-22T16:48:11Z",
    "title_canon_sha256": "883d891dc5a5f1cdc4df2829c099fda4ae84f847f0646bcd7c20407b7d5abeed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24076",
    "kind": "arxiv",
    "version": 1
  }
}