Pith Number
pith:IEX2FZZE
pith:2025:IEX2FZZEKAHOV745IHI3264HNC
not attested
not anchored
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refs pending
Challenges in Ensuring AI Safety in DeepSeek-R1 Models: The Shortcomings of Reinforcement Learning Strategies
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
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Bitcoin timestamp
2
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4
Citations
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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.
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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
· · · · ·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
}
}