Pith Number

pith:C7MNKQ5A

pith:2023:C7MNKQ5AUIFL2PD4F47VHNALFG

not attested not anchored not stored refs pending

Inverse Scaling: When Bigger Isn't Better

Aaron Kirtland, Aaron Mueller, Alexander Lyzhov, Alexis Ross, Alicia Parrish, Alisa Liu, Ameya Prabhu, Andrew Gritsevskiy, Daniel Wurgaft, Derik Kauffman, Ethan Perez, Euan McLean, Gabriel Recchia, Ian R. McKenzie, Jiacheng Liu, Joe Cavanagh, Max Weiss, Michael Pieler, Najoung Kim, Samuel R. Bowman, Sicong Huang, The Floating Droid, Tomasz Korbak, Tom Tseng, Xudong Shen, Yuhui Zhang, Zhengping Zhou

arxiv:2306.09479 v2 · 2023-06-15 · cs.CL · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C7MNKQ5AUIFL2PD4F47VHNALFG}

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

15 papers in Pith

The Granularity Gap: A Multi-Dimensional Longitudinal Audit of Sycophancy in Gemini Models

A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation

From Verdict to Process: Agentic Reinforcement Learning for Multi-Stage Fact Verification

Trivium: Temporal Regret as a First-Class Objective for Causal-Memory Controllers

LEVANTE-bench: Multi-Scale Comparison of VLMs to Children Using Cognitive Tasks (or, "Is Your VLM Smarter Than a 5th Grader?")

Receipt and verification

First computed	2026-07-05T08:17:57.747474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17d8d543a0a20abd3c7c2f3f53b40b2987908ef04d477c9f3e684b81c89a811e

Aliases

arxiv: 2306.09479 · arxiv_version: 2306.09479v2 · doi: 10.48550/arxiv.2306.09479 · pith_short_12: C7MNKQ5AUIFL · pith_short_16: C7MNKQ5AUIFL2PD4 · pith_short_8: C7MNKQ5A

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/C7MNKQ5AUIFL2PD4F47VHNALFG \
  | 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: 17d8d543a0a20abd3c7c2f3f53b40b2987908ef04d477c9f3e684b81c89a811e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57d70b7012b70b2fed0a07509099793360c89915d83ce9a8cd4f5d14da53bf93",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-06-15T20:11:23Z",
    "title_canon_sha256": "06bb9528c26592512741923b2adc864fd2eab591c9fbc8af82888e71b8fbf50a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.09479",
    "kind": "arxiv",
    "version": 2
  }
}