Pith Number

pith:UWW6W36N

pith:2024:UWW6W36NLWV23WEA6ZIFDIBLO3

not attested not anchored not stored refs pending

Towards Compositional Interpretability for XAI

Bob Coecke, Ilyas Khan, Robin Lorenz, Sean Tull, Stephen Clark

arxiv:2406.17583 v1 · 2024-06-25 · cs.AI · cs.LG · cs.LO · math.CT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UWW6W36NLWV23WEA6ZIFDIBLO3}

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

5 papers in Pith

The Standard Interpretable Model: A general theory of interpretable machine learning to deductively design interpretable methods using Lagrangian mechanics

When AI meets quantum information: A comprehensive review

Conversable Complexity: Agentic LLM Collectives as Interpretable Substrates

From Mechanistic to Compositional Interpretability

Bilinear autoencoders find interpretable manifolds

Receipt and verification

First computed	2026-07-05T08:36:37.350755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5adeb6fcd5dabadd880f65051a02b76fc3628ec8c770b72d5f1ec563326c704

Aliases

arxiv: 2406.17583 · arxiv_version: 2406.17583v1 · doi: 10.48550/arxiv.2406.17583 · pith_short_12: UWW6W36NLWV2 · pith_short_16: UWW6W36NLWV23WEA · pith_short_8: UWW6W36N

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/UWW6W36NLWV23WEA6ZIFDIBLO3 \
  | 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: a5adeb6fcd5dabadd880f65051a02b76fc3628ec8c770b72d5f1ec563326c704

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66471083cda0697c9bb6e64ef31ca4fe263a2ec6c66cd9b3214d3ac76c1b55e2",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.LO",
      "math.CT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-06-25T14:27:03Z",
    "title_canon_sha256": "2eea2acd49e4964c35c287825403f9d6c1a5aad0bea9e99401a644a61fbe5600"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.17583",
    "kind": "arxiv",
    "version": 1
  }
}