Pith Number

pith:MDRNDRM4

pith:2025:MDRNDRM4QTLE7CRYCDHZSWDEPY

not attested not anchored not stored refs pending

FORTRESS: Frontier Risk Evaluation for National Security and Public Safety

Christina Q. Knight, Julian Michael, Kaustubh Deshpande, Meher Mankikar, Scale Red Team, SEAL Research Team, Ved Sirdeshmukh

arxiv:2506.14922 v2 · 2025-06-17 · cs.CY · 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{MDRNDRM4QTLE7CRYCDHZSWDEPY}

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

5 papers in Pith

Addressing Over-Refusal in LLMs with Competing Rewards

ROK-FORTRESS: Measuring the Effect of Geopolitical Transcreation for National Security and Public Safety

An Independent Safety Evaluation of Kimi K2.5

Self-ReSET: Learning to Self-Recover from Unsafe Reasoning Trajectories

Internalizing Safety Understanding in Large Reasoning Models via Verification

Receipt and verification

First computed	2026-07-05T11:26:52.942751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60e2d1c59c84d64f8a3810cf9958647e312f1bf658e206ee4440424d968d4717

Aliases

arxiv: 2506.14922 · arxiv_version: 2506.14922v2 · doi: 10.48550/arxiv.2506.14922 · pith_short_12: MDRNDRM4QTLE · pith_short_16: MDRNDRM4QTLE7CRY · pith_short_8: MDRNDRM4

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/MDRNDRM4QTLE7CRYCDHZSWDEPY \
  | 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: 60e2d1c59c84d64f8a3810cf9958647e312f1bf658e206ee4440424d968d4717

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b49c347ec7701b0cd22d7eb9c6c1fd3522a9ee70c8fdd92b7d4b7d5d279430a7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2025-06-17T19:08:02Z",
    "title_canon_sha256": "b334ed808ecb02bbf1eea4198b7d632e5ccb35e41355b1e6e25b615882b1b989"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14922",
    "kind": "arxiv",
    "version": 2
  }
}