Pith Number

pith:PS7C4WLS

pith:2026:PS7C4WLSPQPXA47TOUOAUHNPF5

not attested not anchored not stored refs pending

Safety Generalization Under Distribution Shift in Safe Reinforcement Learning: A Diabetes Testbed

Josephine Lamp, Lu Feng, Minjae Kwon

arxiv:2601.21094 v2 · 2026-01-28 · cs.LG · cs.AI · 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{PS7C4WLSPQPXA47TOUOAUHNPF5}

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

1 paper in Pith

Why Does Agentic Safety Fail to Generalize Across Tasks?

Receipt and verification

First computed	2026-05-26T02:04:03.752578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7cbe2e59727c1f7073f3751c0a1daf2f61f49e5c9a81ea710c0b65ac4950e188

Aliases

arxiv: 2601.21094 · arxiv_version: 2601.21094v2 · doi: 10.48550/arxiv.2601.21094 · pith_short_12: PS7C4WLSPQPX · pith_short_16: PS7C4WLSPQPXA47T · pith_short_8: PS7C4WLS

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/PS7C4WLSPQPXA47TOUOAUHNPF5 \
  | 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: 7cbe2e59727c1f7073f3751c0a1daf2f61f49e5c9a81ea710c0b65ac4950e188

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67bab9a4f07c4642b924ba5cff5d7c60d0e4e82781c9b6bf471c8350c2f7a7ce",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-28T22:28:17Z",
    "title_canon_sha256": "e94ddb622372968de83643c3530cab8dc4d65286870f1998b0354eead7584f6d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.21094",
    "kind": "arxiv",
    "version": 2
  }
}