Pith

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Pith Number

pith:4QSCSFX7

pith:2024:4QSCSFX7AIPS47T4SUFWRUZO77
not attested not anchored not stored refs pending

Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling

Anirudh Goyal, Kenji Kawaguchi, Michael Shieh, Tianle Cai, Wenyue Zheng, Xuan Long Do, Yiran Zhao

arxiv:2403.01251 v3 · 2024-03-02 · cs.CL

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\usepackage{pith}
\pithnumber{4QSCSFX7AIPS47T4SUFWRUZO77}

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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

3 papers in Pith

Receipt and verification
First computed 2026-07-05T09:32:42.500323Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e4242916ff021f2e7e7c950b68d32efff50f4c1d761768e9c33c32df22f75f61

Aliases

arxiv: 2403.01251 · arxiv_version: 2403.01251v3 · doi: 10.48550/arxiv.2403.01251 · pith_short_12: 4QSCSFX7AIPS · pith_short_16: 4QSCSFX7AIPS47T4 · pith_short_8: 4QSCSFX7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4QSCSFX7AIPS47T4SUFWRUZO77 \
  | 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: e4242916ff021f2e7e7c950b68d32efff50f4c1d761768e9c33c32df22f75f61
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "22b7d9fe720352fd593f7b94ded9bf3c546f13111da7af86684b35ec2687ee46",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-02T16:23:44Z",
    "title_canon_sha256": "219495cd39bd22e80bcdbc062a757afa04bf7b6fbbe9657a3711699de4c28e6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01251",
    "kind": "arxiv",
    "version": 3
  }
}