Pith Number

pith:3GMUMZVQ

pith:2023:3GMUMZVQSEE3KDQUZVRW3GE5DP

not attested not anchored not stored refs pending

Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks

Charles Wang Wai Ng, Jiachuan Wang, Lei Chen, Shimin Di

arxiv:2312.11560 v3 · 2023-12-17 · cs.LG · cs.AI · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3GMUMZVQSEE3KDQUZVRW3GE5DP}

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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

SAFR: Neuron Redistribution for Interpretability

Receipt and verification

First computed	2026-07-05T08:34:09.080159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9994666b09109b50e14cd636d989d1bff4ff13cfc8ef9f319439cafb8ae0c1e

Aliases

arxiv: 2312.11560 · arxiv_version: 2312.11560v3 · doi: 10.48550/arxiv.2312.11560 · pith_short_12: 3GMUMZVQSEE3 · pith_short_16: 3GMUMZVQSEE3KDQU · pith_short_8: 3GMUMZVQ

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/3GMUMZVQSEE3KDQUZVRW3GE5DP \
  | 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: d9994666b09109b50e14cd636d989d1bff4ff13cfc8ef9f319439cafb8ae0c1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d61ea9cc0c18f5cd76ba9aabc5232ca3588e45756f27308460a409cba210244",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-17T14:42:46Z",
    "title_canon_sha256": "f712e94d0fde53e7c2244cf4a6b84053ce37b0bbfcad3eaa080fbb383a12c592"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11560",
    "kind": "arxiv",
    "version": 3
  }
}