Pith Number

pith:DI4IMSRY

pith:2024:DI4IMSRYLRDGEGPUTX3CXARXDS

not attested not anchored not stored refs pending

Targeted Angular Reversal of Weights (TARS) for Knowledge Removal in Large Language Models

Danilo P. Mandic, Giorgos Iacovides, Harry J. Davies

arxiv:2412.10257 v2 · 2024-12-13 · 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{DI4IMSRYLRDGEGPUTX3CXARXDS}

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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

Flash Interpretability: Decoding Specialised Feature Neurons in Large Language Models with the LM-Head

Receipt and verification

First computed	2026-07-05T09:49:47.617325Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a38864a385c466219f49df62b82371c993518687877fba9ee82492b3122b4da

Aliases

arxiv: 2412.10257 · arxiv_version: 2412.10257v2 · doi: 10.48550/arxiv.2412.10257 · pith_short_12: DI4IMSRYLRDG · pith_short_16: DI4IMSRYLRDGEGPU · pith_short_8: DI4IMSRY

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/DI4IMSRYLRDGEGPUTX3CXARXDS \
  | 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: 1a38864a385c466219f49df62b82371c993518687877fba9ee82492b3122b4da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "224f96c4f3ebced4bea3b5f0a6707634bb858e0e1a840e6bb81ed49456226a61",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-12-13T16:26:34Z",
    "title_canon_sha256": "903f5b12f9514440e167ea1d516fb80a31f04a9ffdec6e4199cb9a6a5d9f6276"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10257",
    "kind": "arxiv",
    "version": 2
  }
}