Pith Number

pith:K4NK6YOY

pith:2024:K4NK6YOY3HABLZDF4N5RUDMMCH

not attested not anchored not stored refs pending

Self-Reflection Makes Large Language Models Safer, Less Biased, and Ideologically Neutral

Fengyuan Liu, Gregory Eady, Nouar AlDahoul, Talal Rahwan, Yasir Zaki

arxiv:2406.10400 v2 · 2024-06-14 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K4NK6YOY3HABLZDF4N5RUDMMCH}

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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

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Lost in Delusion: Examining LLM Safety Under User Delusions and Distress

Library Hallucinations in LLM-Generated Code: A Risk Analysis Grounded in Developer Queries

Failure Makes the Agent Stronger: Enhancing Accuracy through Structured Reflection for Reliable Tool Interactions

Structured Visual Narratives Undermine Safety Alignment in Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T10:14:41.587259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

571aaf61d8d9c015e465e37b1a0d8c11e2cd6026dcd241624e0b198ae9d0d511

Aliases

arxiv: 2406.10400 · arxiv_version: 2406.10400v2 · doi: 10.48550/arxiv.2406.10400 · pith_short_12: K4NK6YOY3HAB · pith_short_16: K4NK6YOY3HABLZDF · pith_short_8: K4NK6YOY

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/K4NK6YOY3HABLZDF4N5RUDMMCH \
  | 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: 571aaf61d8d9c015e465e37b1a0d8c11e2cd6026dcd241624e0b198ae9d0d511

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12cc1837920e58c190be656691c90f37894dc17353e40bfbd0c3fb8db6a96cd3",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-06-14T20:07:11Z",
    "title_canon_sha256": "c3d4850501fb6aad24687d7a0c38fd0d8a8bb2139e9e42bc25ac5d7847fb6d23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.10400",
    "kind": "arxiv",
    "version": 2
  }
}