Pith Number

pith:HRSZJ35B

pith:2025:HRSZJ35BYL4XAJAFGWLQBETHZ2

not attested not anchored not stored refs pending

Efficient LLM Moderation with Multi-Layer Latent Prototypes

Bartosz W\'ojcik, Filip Szatkowski, Jan Dubi\'nski, Maciej Chrab\k{a}szcz, Sebastian Cygert, Tomasz Trzci\'nski

arxiv:2502.16174 v4 · 2025-02-22 · cs.LG · cs.AI · cs.CL · cs.CR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HRSZJ35BYL4XAJAFGWLQBETHZ2}

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

Monitoring the Internal Monologue: Probe Trajectories Reveal Reasoning Dynamics

LLM Safety From Within: Detecting Harmful Content with Internal Representations

Receipt and verification

First computed	2026-06-02T03:04:31.942717Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c6594efa1c2f97024053597009267ce858395588de5d2e7d9e6c4b440a88f7f

Aliases

arxiv: 2502.16174 · arxiv_version: 2502.16174v4 · doi: 10.48550/arxiv.2502.16174 · pith_short_12: HRSZJ35BYL4X · pith_short_16: HRSZJ35BYL4XAJAF · pith_short_8: HRSZJ35B

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/HRSZJ35BYL4XAJAFGWLQBETHZ2 \
  | 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: 3c6594efa1c2f97024053597009267ce858395588de5d2e7d9e6c4b440a88f7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8005b2efe865632726cae17b867d65e555c9b75abcb45a9928e2098ccfc4d479",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-22T10:31:50Z",
    "title_canon_sha256": "f00f31467ebba7f6ae8d73540cde67350105a5290fca0294bb1fa5a1dd1d4b06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.16174",
    "kind": "arxiv",
    "version": 4
  }
}