Pith Number

pith:FEGJT5FV

pith:2026:FEGJT5FVVGFUWCKNQDJTFT4JDY

not attested not anchored not stored refs pending

GPT-Red: Automated Red Teaming via Self-Play at Scale

Aiden Low, Christopher A. Choquette-Choo, Christopher Wolff, Chuan Guo, Dylan Hunn, Eric Wallace, Juan Felipe Cer\'on Uribe, Kai Chen, Kaiwen Wang, Kai Xiao, Milad Nasr, Nikhil Kandpal, Sam Toyer, Sicheng Zhu, Stephanie Lin, Xiangyu Qi, Yuxin Wen, Zizhao Wang

arxiv:2607.26115 v1 · 2026-07-28 · cs.CR · cs.AI · cs.CL · 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{FEGJT5FVVGFUWCKNQDJTFT4JDY}

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	2026-07-30T00:08:23.145125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

290c99f4b5a98b4b094d80d332cf891e16e7d5be9b911a65e1272b385c17af64

Aliases

arxiv: 2607.26115 · arxiv_version: 2607.26115v1 · doi: 10.48550/arxiv.2607.26115 · pith_short_12: FEGJT5FVVGFU · pith_short_16: FEGJT5FVVGFUWCKN · pith_short_8: FEGJT5FV

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/FEGJT5FVVGFUWCKNQDJTFT4JDY \
  | 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: 290c99f4b5a98b4b094d80d332cf891e16e7d5be9b911a65e1272b385c17af64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a96eff108a469963959859950d26dd07ea43ee84dc70809d158431512c6025a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CR",
    "submitted_at": "2026-07-28T16:03:39Z",
    "title_canon_sha256": "08ddba0c2fa2c32e181a17c520fcb1f84474430372d3bfe61c86c0c2992f8a2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.26115",
    "kind": "arxiv",
    "version": 1
  }
}