Pith Number

pith:FLYYDRDC

pith:2024:FLYYDRDCY4YHZBK4LF7UZLN2EL

not attested not anchored not stored refs pending

Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?

Adam Khoja, Alexander Pan, Alice Gatti, Dan Hendrycks, Gabriel Mukobi, Long Phan, Mantas Mazeika, Richard Ren, Ryan H. Kim, Stephen Fitz, Steven Basart, Xuwang Yin

arxiv:2407.21792 v3 · 2024-07-31 · cs.LG · cs.AI · cs.CL · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FLYYDRDCY4YHZBK4LF7UZLN2EL}

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

6 papers in Pith

The Unfireable Safety Kernel: Execution-Time AI Alignment for AI Agents and Other Escapable AI Systems

A Pigouvian Matchmaker Mechanism for De-escalating the AGI Race

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

Proof-of-Learning with Incentive Security

Taxonomy and Consistency Analysis of Safety Benchmarks for AI Agents

Receipt and verification

First computed	2026-07-05T09:54:27.899241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2af181c462c7307c855c597f4cadba22e99dba1b90c9a44a753c4a0b1d3c6418

Aliases

arxiv: 2407.21792 · arxiv_version: 2407.21792v3 · doi: 10.48550/arxiv.2407.21792 · pith_short_12: FLYYDRDCY4YH · pith_short_16: FLYYDRDCY4YHZBK4 · pith_short_8: FLYYDRDC

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/FLYYDRDCY4YHZBK4LF7UZLN2EL \
  | 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: 2af181c462c7307c855c597f4cadba22e99dba1b90c9a44a753c4a0b1d3c6418

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "57eeb54e3ce58b19092ca428332d4d85bfc87f6ae68137adb0536d3fe0940ac0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-31T17:59:24Z",
    "title_canon_sha256": "fba3995e94ed39ff55c2e2d511bc9101552a9a5c120edf3c0ffe6d1184d3a57f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.21792",
    "kind": "arxiv",
    "version": 3
  }
}