Pith Number

pith:QBW6PDJX

pith:2023:QBW6PDJXPDJ7ZOQCLBG54A6TFC

not attested not anchored not stored refs pending

Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis

Chunwei Wang, Dit-Yan Yeung, Fei Mi, Hang Xu, Jianhua Han, Kai Chen, Kuo Yang, Lanqing Hong, Lifeng Shang, Qun Liu, Wenyong Huang, Xin Jiang, Zhenguo Li, Zhengying Liu

arxiv:2310.10477 v6 · 2023-10-16 · cs.CL · cs.AI · 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{QBW6PDJXPDJ7ZOQCLBG54A6TFC}

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

AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions

Receipt and verification

First computed	2026-07-05T07:46:24.472001Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

806de78d3778d3fcba02584dde03d3288ba54438be010b804402283d8998b972

Aliases

arxiv: 2310.10477 · arxiv_version: 2310.10477v6 · doi: 10.48550/arxiv.2310.10477 · pith_short_12: QBW6PDJXPDJ7 · pith_short_16: QBW6PDJXPDJ7ZOQC · pith_short_8: QBW6PDJX

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/QBW6PDJXPDJ7ZOQCLBG54A6TFC \
  | 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: 806de78d3778d3fcba02584dde03d3288ba54438be010b804402283d8998b972

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8a1f5da3fd109a59930bc611c8e5ac90f4966a95a531df596a2bb5c80216d5ab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-16T14:59:10Z",
    "title_canon_sha256": "8d938ba231c5f709cef16329884b61ee7288e0989a5abeea81443e28b8c2b424"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.10477",
    "kind": "arxiv",
    "version": 6
  }
}