pith. sign in
Pith Number

pith:OHECTYOF

pith:2025:OHECTYOFPI65FRY7UJ65VKYB5N
not attested not anchored not stored refs pending

Safe In-Context Reinforcement Learning

Alper Kamil Bozkurt, Amir Moeini, Lu Feng, Minjae Kwon, Rohan Chandra, Shangtong Zhang, Yuichi Motai

arxiv:2509.25582 v3 · 2025-09-29 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OHECTYOFPI65FRY7UJ65VKYB5N}

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 2026-05-28T02:04:43.104298Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

71c829e1c57a3dd2c71fa27ddaab01eb63c76a0b52c19759007f40dccf75ceb8

Aliases

arxiv: 2509.25582 · arxiv_version: 2509.25582v3 · doi: 10.48550/arxiv.2509.25582 · pith_short_12: OHECTYOFPI65 · pith_short_16: OHECTYOFPI65FRY7 · pith_short_8: OHECTYOF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OHECTYOFPI65FRY7UJ65VKYB5N \
  | 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: 71c829e1c57a3dd2c71fa27ddaab01eb63c76a0b52c19759007f40dccf75ceb8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "993fb22a5802f2ee7317c84110b3ef2d70d1f889da1f0e06be8868b79e1c3315",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-29T23:07:32Z",
    "title_canon_sha256": "67d21d463292c5c9cb7a62094770741f92b5e948e7f6c8ef20b01dfa54f4650b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.25582",
    "kind": "arxiv",
    "version": 3
  }
}