Pith. sign in
Pith Number

pith:2M623PTW

pith:2026:2M623PTWVQHC5FSKJDCC5N3I6A
not attested not anchored not stored refs pending

Robust Critics: Defending LLMs Against Multi-Turn Attacks

Arunesh Sinha, Pradeep Varakantham, Roman Belaire

arxiv:2607.20472 v1 · 2026-05-24 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2M623PTWVQHC5FSKJDCC5N3I6A}

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 2026-07-24T00:23:17.572244Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d33dadbe76ac0e2e964a48c42eb768f007038ad43377143b27d1ee3ad7f17084

Aliases

arxiv: 2607.20472 · arxiv_version: 2607.20472v1 · doi: 10.48550/arxiv.2607.20472 · pith_short_12: 2M623PTWVQHC · pith_short_16: 2M623PTWVQHC5FSK · pith_short_8: 2M623PTW
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2M623PTWVQHC5FSKJDCC5N3I6A \
  | 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: d33dadbe76ac0e2e964a48c42eb768f007038ad43377143b27d1ee3ad7f17084
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9073112c5e28e4eca530635ba7f84738b8a1430a3b7ecf8fcfdb1d3692c4794e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-24T05:49:14Z",
    "title_canon_sha256": "15ccc32d25cb3361093224b610e1957551be2829b49ff9811bc2fbd07859d725"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20472",
    "kind": "arxiv",
    "version": 1
  }
}