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Pith Number

pith:IEX2FZZE

pith:2025:IEX2FZZEKAHOV745IHI3264HNC
not attested not anchored not stored refs pending

Challenges in Ensuring AI Safety in DeepSeek-R1 Models: The Shortcomings of Reinforcement Learning Strategies

Manojkumar Parmar, Yuvaraj Govindarajulu

arxiv:2501.17030 v1 · 2025-01-28 · cs.LG · cs.AI · cs.CL · cs.CR

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\usepackage{pith}
\pithnumber{IEX2FZZEKAHOV745IHI3264HNC}

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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

Receipt and verification
First computed 2026-07-05T10:06:21.870024Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

412fa2e724500eeaff9d41d1bd7b876893208306f6a8ab0716e80a7f46fcc652

Aliases

arxiv: 2501.17030 · arxiv_version: 2501.17030v1 · doi: 10.48550/arxiv.2501.17030 · pith_short_12: IEX2FZZEKAHO · pith_short_16: IEX2FZZEKAHOV745 · pith_short_8: IEX2FZZE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IEX2FZZEKAHOV745IHI3264HNC \
  | 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: 412fa2e724500eeaff9d41d1bd7b876893208306f6a8ab0716e80a7f46fcc652
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2cbf31adfa0c4f827760db10fe3e369735057b8357c440433c95aeb5369b0b64",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-28T15:52:51Z",
    "title_canon_sha256": "5612d7a334bd1c3294022241af9802dab2e9418983268c085d23fe8eb5c7ec6b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17030",
    "kind": "arxiv",
    "version": 1
  }
}