Pith Number

pith:25WXSAZF

pith:2024:25WXSAZFDS25U4WK2SCVGV22GZ

not attested not anchored not stored refs pending

Enhancing Neural Network Interpretability with Feature-Aligned Sparse Autoencoders

Alasdair Paren, David Krueger, Fazl Barez, Luke Marks

arxiv:2411.01220 v2 · 2024-11-02 · 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{25WXSAZFDS25U4WK2SCVGV22GZ}

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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

7 papers in Pith

Cross-seed explainability using Procrustes-conditioned Joint End-to-end Top-K Sparse Autoencoders

A Unifying Framework for Concept-Based Representational Similarity

Perplexity Can Miss SAE Feature Damage Under Quantization

Aligned Training: A Parameter-Free Method to Improve Feature Quality and Stability of Sparse Autoencoders (SAE)

Receipt and verification

First computed	2026-07-05T09:31:50.819246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d76d7903251cb5da72cad48553575a364fc8b8e96bff399eea6d9295f4a6a60a

Aliases

arxiv: 2411.01220 · arxiv_version: 2411.01220v2 · doi: 10.48550/arxiv.2411.01220 · pith_short_12: 25WXSAZFDS25 · pith_short_16: 25WXSAZFDS25U4WK · pith_short_8: 25WXSAZF

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/25WXSAZFDS25U4WK2SCVGV22GZ \
  | 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: d76d7903251cb5da72cad48553575a364fc8b8e96bff399eea6d9295f4a6a60a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "502b31a76d456c739553d3a154e5943db9153b1c27b9e35c58fef4bd8a49f770",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-02T11:42:23Z",
    "title_canon_sha256": "f9e033a8ea19fc31b76deb2b965527566e7ec4e2538043476daace89a9be1585"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01220",
    "kind": "arxiv",
    "version": 2
  }
}