Pith Number

pith:YFC6SQ5H

pith:2025:YFC6SQ5HHGUZILZ24H7UW3XCBG

not attested not anchored not stored refs pending

Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation

Arin Garg, Jaechul Roh, Shivani Anilkumar, Varun Gandhi

arxiv:2506.06971 v2 · 2025-06-08 · cs.CL · cs.CR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YFC6SQ5HHGUZILZ24H7UW3XCBG}

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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

6 papers in Pith

Testing LLM Arithmetic Reasoning Generalization with Automatic Numeric-Remapping Attacks

LLM Harms: A Taxonomy and Discussion

Fragile Thoughts: How Large Language Models Handle Chain-of-Thought Perturbations

Evaluating the Environmental Impact of using SLMs and Prompt Engineering for Code Generation

R-CoT: A Reasoning-Layer Watermark via Redundant Chain-of-Thought in Large Language Models

Receipt and verification

First computed	2026-07-05T11:20:13.761728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c145e943a739a9942f3ae1ff4b6ee2098f924e05c4c1736adc75d13453b7af6d

Aliases

arxiv: 2506.06971 · arxiv_version: 2506.06971v2 · doi: 10.48550/arxiv.2506.06971 · pith_short_12: YFC6SQ5HHGUZ · pith_short_16: YFC6SQ5HHGUZILZ2 · pith_short_8: YFC6SQ5H

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/YFC6SQ5HHGUZILZ24H7UW3XCBG \
  | 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: c145e943a739a9942f3ae1ff4b6ee2098f924e05c4c1736adc75d13453b7af6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dbe978e6c3e5bda02eb43d9f7da2dc6f08bd4a28043d39bb1c0a1c33d8c36f42",
    "cross_cats_sorted": [
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-06-08T02:43:46Z",
    "title_canon_sha256": "314298158eafb7dea60d315f1c262480b44e6cbb6ebcc5cbe949f95779824f5a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.06971",
    "kind": "arxiv",
    "version": 2
  }
}