Pith Number

pith:XACG4PIS

pith:2024:XACG4PISACMTCBPS7427UX347M

not attested not anchored not stored refs pending

On scalable oversight with weak LLMs judging strong LLMs

David Lindner, Jannis Bulian, J\'anos Kram\'ar, Jonah Brown-Cohen, Noah D. Goodman, Noah Y. Siegel, Rishabh Agarwal, Rohin Shah, Samuel Albanie, Yunhao Tang, Zachary Kenton

arxiv:2407.04622 v2 · 2024-07-05 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XACG4PISACMTCBPS7427UX347M}

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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

5 papers in Pith

More Convincing, Not More Correct: Self-Play Reward Hacking of Reference-Free LLM Judges

A Survey of Scaling in Large Language Model Reasoning

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight

"Like Taking the Path of Least Resistance": Exploring the Impact of LLM Interaction on the Creative Process of Programming

Behavior Cue Reasoning: Monitorable Reasoning Improves Efficiency and Safety through Oversight

Receipt and verification

First computed	2026-07-05T08:43:11.782200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8046e3d1200993105f2ff35fa5f7cfb2a6e4781d28971758d819f8e3e0de1c0

Aliases

arxiv: 2407.04622 · arxiv_version: 2407.04622v2 · doi: 10.48550/arxiv.2407.04622 · pith_short_12: XACG4PISACMT · pith_short_16: XACG4PISACMTCBPS · pith_short_8: XACG4PIS

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/XACG4PISACMTCBPS7427UX347M \
  | 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: b8046e3d1200993105f2ff35fa5f7cfb2a6e4781d28971758d819f8e3e0de1c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efe8b223bc277d141a43e643d45ef86a9a9193ca7f01591d62ee02579afdaef6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-05T16:29:15Z",
    "title_canon_sha256": "2f68e07c777c669a92115e505dbd32298b0dac3371de3fd83f394fc89563957a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04622",
    "kind": "arxiv",
    "version": 2
  }
}