Pith Number

pith:DCIG4EOJ

pith:2024:DCIG4EOJ27M24CDLYMR7ILCK7I

not attested not anchored not stored refs pending

Discovering Preference Optimization Algorithms with and for Large Language Models

Alex J. Chan, Chris Lu, Claudio Fanconi, Jakob Foerster, Mihaela van der Schaar, Robert Tjarko Lange, Samuel Holt

arxiv:2406.08414 v3 · 2024-06-12 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DCIG4EOJ27M24CDLYMR7ILCK7I}

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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

SOLAR: A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation

Automated Design of Agentic Systems

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Receipt and verification

First computed	2026-07-05T09:30:17.055821Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18906e11c9d7d9ae086bc323f42c4afa3f71b2043b610336b18b877423ef0b5d

Aliases

arxiv: 2406.08414 · arxiv_version: 2406.08414v3 · doi: 10.48550/arxiv.2406.08414 · pith_short_12: DCIG4EOJ27M2 · pith_short_16: DCIG4EOJ27M24CDL · pith_short_8: DCIG4EOJ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DCIG4EOJ27M24CDLYMR7ILCK7I \
  | 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: 18906e11c9d7d9ae086bc323f42c4afa3f71b2043b610336b18b877423ef0b5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "236688c77c24bf92f443dbb0e66701cbc5d09475e7f0c5ccef427021633e92b7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-12T16:58:41Z",
    "title_canon_sha256": "fb543e0e7d09303e3abc8f00dcce1131c49e999fa1bafd68870b1a1c6967fd86"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.08414",
    "kind": "arxiv",
    "version": 3
  }
}