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Pith Number

pith:R2BKH6I3

pith:2024:R2BKH6I3FCDMF7JRKP3NVZASUS
not attested not anchored not stored refs pending

The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models

Dawei Zhu, Wei Zhang, Xiaoyu Shen, Xinghao Chen, Yanjun Chen, Yirong Sun

arxiv:2410.06554 v2 · 2024-10-09 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{R2BKH6I3FCDMF7JRKP3NVZASUS}

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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.
Receipt and verification
First computed 2026-07-05T09:21:08.021137Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8e82a3f91b2886c2fd3153f6dae412a4ab75f7f8f1bdc8316a3cedbce748d84c

Aliases

arxiv: 2410.06554 · arxiv_version: 2410.06554v2 · doi: 10.48550/arxiv.2410.06554 · pith_short_12: R2BKH6I3FCDM · pith_short_16: R2BKH6I3FCDMF7JR · pith_short_8: R2BKH6I3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/R2BKH6I3FCDMF7JRKP3NVZASUS \
  | 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: 8e82a3f91b2886c2fd3153f6dae412a4ab75f7f8f1bdc8316a3cedbce748d84c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "46e2c65b6bc40a315bc38efe38b5b946ed728cc57d3209aeed438f319a9a1e5d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-09T05:17:08Z",
    "title_canon_sha256": "e4b524ed13c7acaffa7cc0522dceea9ea3da6c578fa85f8ab64db2af390e48c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06554",
    "kind": "arxiv",
    "version": 2
  }
}