Pith. sign in
Pith Number

pith:2L7AMY4M

pith:2025:2L7AMY4M6UTBA2EWGJ4X6IS2ET
not attested not anchored not stored refs pending

Mitigating Goal Misgeneralization via Minimax Regret

Christian Schroeder de Witt, David Krueger, Hannah Erlebach, Karim Abdel Sadek, Matthew Farrugia-Roberts, Michael Dennis, Usman Anwar

arxiv:2507.03068 v2 · 2025-07-03 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2L7AMY4M6UTBA2EWGJ4X6IS2ET}

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 2026-07-05T11:39:12.970202Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d2fe06638cf52610689632797f225a24cef4a41019d08d7659285ce8fd3da2f5

Aliases

arxiv: 2507.03068 · arxiv_version: 2507.03068v2 · doi: 10.48550/arxiv.2507.03068 · pith_short_12: 2L7AMY4M6UTB · pith_short_16: 2L7AMY4M6UTBA2EW · pith_short_8: 2L7AMY4M
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2L7AMY4M6UTBA2EWGJ4X6IS2ET \
  | 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: d2fe06638cf52610689632797f225a24cef4a41019d08d7659285ce8fd3da2f5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e27b5ce8d13eabd8f7cb3084ad831d38adc9e84a8a81ae8b4f986093455efe3a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-03T17:57:12Z",
    "title_canon_sha256": "833d11089aa163b45ba4a24fd25f66ce561c57d07b00f72be9c15e20c95af1fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.03068",
    "kind": "arxiv",
    "version": 2
  }
}