Pith Number

pith:QLDHDN4O

pith:2025:QLDHDN4OQVBSWSVUNGWT4KZZZQ

not attested not anchored not stored refs pending

Predictive Red Teaming: Breaking Policies Without Breaking Robots

Anirudha Majumdar, Dmitry Kalashnikov, Mohit Sharma, Pierre Sermanet, Sumeet Singh, Vikas Sindhwani

arxiv:2502.06575 v1 · 2025-02-10 · cs.RO · cs.AI · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QLDHDN4OQVBSWSVUNGWT4KZZZQ}

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

2 papers in Pith

iMaC: Translating Actions into Motion and Contact Images for Embodied World Models

Uncovering Linguistic Fragility in Vision-Language-Action Models via Diversity-Aware Red Teaming

Receipt and verification

First computed	2026-07-05T10:12:08.703360Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82c671b78e85432b4ab469ad3e2b39cc3ea25310836dabf00dff4d9e2e854840

Aliases

arxiv: 2502.06575 · arxiv_version: 2502.06575v1 · doi: 10.48550/arxiv.2502.06575 · pith_short_12: QLDHDN4OQVBS · pith_short_16: QLDHDN4OQVBSWSVU · pith_short_8: QLDHDN4O

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/QLDHDN4OQVBSWSVUNGWT4KZZZQ \
  | 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: 82c671b78e85432b4ab469ad3e2b39cc3ea25310836dabf00dff4d9e2e854840

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be597c9bdbfaf87b80ad76b3cfb469a962307f8fc17bf34bff3af6646bf65311",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-02-10T15:44:34Z",
    "title_canon_sha256": "b524e584bb19399200832db020f47c09331cca0b471f3a2b9860e4e0622406cb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.06575",
    "kind": "arxiv",
    "version": 1
  }
}