Pith. sign in
Pith Number

pith:6JV27ZKG

pith:2025:6JV27ZKGJ26USNETKJ4BJXTXHD
not attested not anchored not stored refs pending

Transparent AI: The Case for Interpretability and Explainability

Ananya Raval, Dhanesh Ramachandram, Dhari Gandhi, Himanshu Joshi, Judy Zhu, Lucas Hartman

arxiv:2507.23535 v1 · 2025-07-31 · cs.LG · cs.AI · cs.CY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6JV27ZKGJ26USNETKJ4BJXTXHD}

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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

1 paper in Pith

Receipt and verification
First computed 2026-07-05T11:46:25.801757Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f26bafe5464ebd493493527814de7738f937a5693f4bf8d2b1e6dd89a8d5accc

Aliases

arxiv: 2507.23535 · arxiv_version: 2507.23535v1 · doi: 10.48550/arxiv.2507.23535 · pith_short_12: 6JV27ZKGJ26U · pith_short_16: 6JV27ZKGJ26USNET · pith_short_8: 6JV27ZKG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6JV27ZKGJ26USNETKJ4BJXTXHD \
  | 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: f26bafe5464ebd493493527814de7738f937a5693f4bf8d2b1e6dd89a8d5accc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ff5ceeda0c93b2e392b92b9a031535a068df130d96c0efb2a448a5fbc6fdfe94",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-31T13:22:14Z",
    "title_canon_sha256": "82c8e83c3f9eb795621a9b62d9712bbbe1604e3cf80758f6798f9d5160906ef0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23535",
    "kind": "arxiv",
    "version": 1
  }
}