Pith Number

pith:IB7C2R7V

pith:2023:IB7C2R7VWDSN54OONL72B4MUY4

not attested not anchored not stored refs pending

Frontier Language Models are not Robust to Adversarial Arithmetic, or "What do I need to say so you agree 2+2=5?

Aaron Parisi, Alex Alemi, Alex Rizkowsky, Azade Nova, Ben Adlam, Bernd Bohnet, C. Daniel Freeman, Gamaleldin F Elsayed, Gaurav Mishra, Hanie Sedghi, Igor Mordatch, Isabelle Simpson, Izzeddin Gur, Jaehoon Lee, Jascha Sohl-Dickstein, JD Co-Reyes, Jeffrey Pennington, Kelvin Xu, Kevin Swersky, Kshiteej Mahajan, Laura Culp, Lechao Xiao, Maxwell L Bileschi, Noah Constant, Noah Fiedel, Peter J. Liu, Roman Novak, Rosanne Liu, Simon Kornblith, Yundi Qian

arxiv:2311.07587 v2 · 2023-11-08 · cs.CL · cs.AI · cs.CY · 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{IB7C2R7VWDSN54OONL72B4MUY4}

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

1 paper in Pith

DICE: Entropy-Regularized Equilibrium Selection for Stable Multi-Agent LLM Coordination

Receipt and verification

First computed	2026-07-05T07:13:11.309212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

407e2d47f5b0e4def1ce6affa0f194c707ab0cd58c9dae21e84d59601cb77ede

Aliases

arxiv: 2311.07587 · arxiv_version: 2311.07587v2 · doi: 10.48550/arxiv.2311.07587 · pith_short_12: IB7C2R7VWDSN · pith_short_16: IB7C2R7VWDSN54OO · pith_short_8: IB7C2R7V

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/IB7C2R7VWDSN54OONL72B4MUY4 \
  | 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: 407e2d47f5b0e4def1ce6affa0f194c707ab0cd58c9dae21e84d59601cb77ede

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "056a49b94184e713edf8cdd9b496f5055da051685f033490e1d28e0f09555646",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-08T19:07:10Z",
    "title_canon_sha256": "d0dfa87da6e9159d0c93fd11d2762fb02488d05989bbfa1adb43fd9d5d6aa7c8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07587",
    "kind": "arxiv",
    "version": 2
  }
}