Pith Number

pith:C5PHKHZJ

pith:2026:C5PHKHZJGT4G2HXDTQXHCSFEPY

not attested not anchored not stored refs pending

Beyond Detection: Evaluating Defensive LLMs Against AI-Generated Social Engineering in Live Turn-by-Turn Interaction

Alexander Nemecek, Erman Ayday, Osama Zafar, Yuqiao Xu

arxiv:2608.10239 v1 · 2026-08-10 · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C5PHKHZJGT4G2HXDTQXHCSFEPY}

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	2026-08-12T00:23:09.545330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

175e751f2934f86d1ee39c2e7148a47e1ef92287a886c7271ba2e4caa32ee7d3

Aliases

arxiv: 2608.10239 · arxiv_version: 2608.10239v1 · doi: 10.48550/arxiv.2608.10239 · pith_short_12: C5PHKHZJGT4G · pith_short_16: C5PHKHZJGT4G2HXD · pith_short_8: C5PHKHZJ

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/C5PHKHZJGT4G2HXDTQXHCSFEPY \
  | 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: 175e751f2934f86d1ee39c2e7148a47e1ef92287a886c7271ba2e4caa32ee7d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "653f0c51d141e2a16f83befe64c9db47d07520204924bda24db1685866423bb4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-08-10T21:17:03Z",
    "title_canon_sha256": "95a9188070722e07b4fc38199a66bc68eec2863af7a58643e1abdd6a5f9947e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.10239",
    "kind": "arxiv",
    "version": 1
  }
}