Pith. sign in
Pith Number

pith:EKMU4QMR

pith:2025:EKMU4QMREAPGY2LAUMNMBAVOJ5
not attested not anchored not stored refs pending

SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models

Dailin Li, Jiajun Chen, Jiaming Wang, Peng Ding, Shujian Huang, Wei Zou, Wen Sun

arxiv:2508.15648 v2 · 2025-08-21 · cs.CL

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\usepackage{pith}
\pithnumber{EKMU4QMREAPGY2LAUMNMBAVOJ5}

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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 2026-07-05T11:59:20.464564Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

22994e4191201e6c6960a31ac082ae4f687c22781d1ad0425fd2db879996bf10

Aliases

arxiv: 2508.15648 · arxiv_version: 2508.15648v2 · doi: 10.48550/arxiv.2508.15648 · pith_short_12: EKMU4QMREAPG · pith_short_16: EKMU4QMREAPGY2LA · pith_short_8: EKMU4QMR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EKMU4QMREAPGY2LAUMNMBAVOJ5 \
  | 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: 22994e4191201e6c6960a31ac082ae4f687c22781d1ad0425fd2db879996bf10
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "943a549122944f60e0d7510c21bdc3ba101dbab3935498ea3a168fcf21845c2a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-21T15:26:09Z",
    "title_canon_sha256": "57685d427a26aba20c13746e01a8b7cf39f3017575f20de220dc2c73688b3766"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.15648",
    "kind": "arxiv",
    "version": 2
  }
}