Pith Number

pith:4HCJ4C7F

pith:2025:4HCJ4C7FZHUVFPGABOIBXNSUUI

not attested not anchored not stored refs pending

Toward universal steering and monitoring of AI models

Adityanarayanan Radhakrishnan, Daniel Beaglehole, Enric Boix-Adser\`a, Mikhail Belkin

arxiv:2502.03708 v2 · 2025-02-06 · cs.CL · cs.AI · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4HCJ4C7FZHUVFPGABOIBXNSUUI}

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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

4 papers in Pith

K-Inverse-RFM: A Modified RFM that Bridges the Gap to Neural Networks for Data-Corrupted Mathematical Tasks

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection

xRFM: Accurate, scalable, and interpretable feature learning models for tabular data

From Actions to Understanding: Conformal Interpretability of Temporal Concepts in LLM Agents

Receipt and verification

First computed	2026-07-05T11:11:40.681022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1c49e0be5c9e952bcc00b901bb654a22127261c0ec2ac70bcd8e2e118fbf3b6

Aliases

arxiv: 2502.03708 · arxiv_version: 2502.03708v2 · doi: 10.48550/arxiv.2502.03708 · pith_short_12: 4HCJ4C7FZHUV · pith_short_16: 4HCJ4C7FZHUVFPGA · pith_short_8: 4HCJ4C7F

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/4HCJ4C7FZHUVFPGABOIBXNSUUI \
  | 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: e1c49e0be5c9e952bcc00b901bb654a22127261c0ec2ac70bcd8e2e118fbf3b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b53732f4a1830086c9f0d1d59abb7de9747d634d445637c59ad4870209e1db4a",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-06T01:41:48Z",
    "title_canon_sha256": "1085f3fc262ba35ad579cd861232adb577308936a79b69dce73d685fae15a19d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03708",
    "kind": "arxiv",
    "version": 2
  }
}