Pith Number

pith:MWTHXHNH

pith:2025:MWTHXHNHVA4ZRYOBKVPK3GMVPV

not attested not anchored not stored refs pending

Explainable artificial intelligence (XAI): from inherent explainability to large language models

Alhassan Mumuni, Fuseini Mumuni

arxiv:2501.09967 v1 · 2025-01-17 · cs.LG · cs.AI · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MWTHXHNHVA4ZRYOBKVPK3GMVPV}

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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

XtrAIn: Training-Guided Occlusion for Feature Attribution

The Confusion is Real: GRAPHIC -- A Network Science Approach to Confusion Matrices in Deep Learning

ERPPO: Entropy Regularization-based Proximal Policy Optimization

Quantifying Trust: Financial Risk Management for Trustworthy AI Agents

Perspective on Bias in Biomedical AI: Preventing Downstream Healthcare Disparities

Receipt and verification

First computed	2026-07-05T10:02:14.078843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65a67b9da7a83998e1c1555ead99957d6cd7a822f765e52173e092696347d64e

Aliases

arxiv: 2501.09967 · arxiv_version: 2501.09967v1 · doi: 10.48550/arxiv.2501.09967 · pith_short_12: MWTHXHNHVA4Z · pith_short_16: MWTHXHNHVA4ZRYOB · pith_short_8: MWTHXHNH

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/MWTHXHNHVA4ZRYOBKVPK3GMVPV \
  | 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: 65a67b9da7a83998e1c1555ead99957d6cd7a822f765e52173e092696347d64e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b443b01d843cff9a31cd7b63f9387bd0c2c93c0eee5f9321a8d3ed8bee2df17",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-17T06:16:57Z",
    "title_canon_sha256": "d0f70534800746c20342eec31c77d21a1c2728fe318264963e2026a091712c86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.09967",
    "kind": "arxiv",
    "version": 1
  }
}