Pith Number

pith:FNMRPS4E

pith:2024:FNMRPS4EGIPGFQ7PYFRTUX6WWT

not attested not anchored not stored refs pending

Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

Armand Joulin, Katherine Metcalf, Luca Zappella, Nicholas Apostoloff, Pau Rodr\'iguez, Pieter Delobelle, Xavier Suau

arxiv:2407.12824 v1 · 2024-07-02 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FNMRPS4EGIPGFQ7PYFRTUX6WWT}

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

2 papers in Pith

Concept Removal for Frontier Image Generative Models

Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution

Receipt and verification

First computed	2026-07-05T08:45:12.201858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b5917cb84321e62c3efc1633a5fd6b4e59f277d6856873797980b754a4e8481

Aliases

arxiv: 2407.12824 · arxiv_version: 2407.12824v1 · doi: 10.48550/arxiv.2407.12824 · pith_short_12: FNMRPS4EGIPG · pith_short_16: FNMRPS4EGIPGFQ7P · pith_short_8: FNMRPS4E

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/FNMRPS4EGIPGFQ7PYFRTUX6WWT \
  | 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: 2b5917cb84321e62c3efc1633a5fd6b4e59f277d6856873797980b754a4e8481

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11a36480625262b5d1431f200ff99217c815bf7b047c4af2df20b72268591d2b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-07-02T12:48:29Z",
    "title_canon_sha256": "bb02211b26a832765e36bc2d00a4c98f6a50458b3e1052b29dd7ee4b5274104a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.12824",
    "kind": "arxiv",
    "version": 1
  }
}