Pith. sign in
Pith Number

pith:QHWU6TWF

pith:2025:QHWU6TWFZMYLQ5WVGL4HXBJICW
not attested not anchored not stored refs pending

Who Benefits from AI Explanations? Towards Accessible and Interpretable Systems

Ahsan Zaman, Akriti Pandey, Maria J. P. Peixoto, Peter R. Lewis

arxiv:2508.10806 v1 · 2025-08-14 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{QHWU6TWFZMYLQ5WVGL4HXBJICW}

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 2026-07-05T11:54:02.912284Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

81ed4f4ec5cb30b876d532f87b852815a53e16788024febb318ad5fcc4e9d3be

Aliases

arxiv: 2508.10806 · arxiv_version: 2508.10806v1 · doi: 10.48550/arxiv.2508.10806 · pith_short_12: QHWU6TWFZMYL · pith_short_16: QHWU6TWFZMYLQ5WV · pith_short_8: QHWU6TWF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/QHWU6TWFZMYLQ5WVGL4HXBJICW \
  | 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: 81ed4f4ec5cb30b876d532f87b852815a53e16788024febb318ad5fcc4e9d3be
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cde23fdbf34b8a1d74dfce7874263fa2c724b5916e9983b8b28809c9f403dfd9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-14T16:26:09Z",
    "title_canon_sha256": "03814d804939d2e4b34367d701e8eeae811e92af174d563b8709797d8203252a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10806",
    "kind": "arxiv",
    "version": 1
  }
}