Pith. sign in
Pith Number

pith:442JGDV6

pith:2026:442JGDV6NMHQK2XGGNCOTKB3SR
not attested not anchored not stored refs pending

Learning from Mistakes: Can LLM Self-Recover after Misalignment?

Daniele Nardi, Francesco Giarrusso, Olga E. Sorokoletova, Vincenzo Suriani

arxiv:2606.00003 v1 · 2026-03-25 · cs.CY · cs.CR · cs.HC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{442JGDV6NMHQK2XGGNCOTKB3SR}

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.
Receipt and verification
First computed 2026-06-02T00:03:11.962597Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e734930ebe6b0f056ae63344e9a83b947a3974b8e7cee1dcce0159555c32e408

Aliases

arxiv: 2606.00003 · arxiv_version: 2606.00003v1 · doi: 10.48550/arxiv.2606.00003 · pith_short_12: 442JGDV6NMHQ · pith_short_16: 442JGDV6NMHQK2XG · pith_short_8: 442JGDV6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/442JGDV6NMHQK2XGGNCOTKB3SR \
  | 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: e734930ebe6b0f056ae63344e9a83b947a3974b8e7cee1dcce0159555c32e408
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "89ac5508b69d311535f77785ef38f8b0acd63307be2b25933fd9b8d473b91ae9",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-03-25T15:36:15Z",
    "title_canon_sha256": "f0a0b542a94d372471bf213c4ebcc27d1ccfc30c58ca25b887cf59113e7536b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.00003",
    "kind": "arxiv",
    "version": 1
  }
}