Pith Number

pith:RAEDOOVG

pith:2025:RAEDOOVGYT6KV7ICRGUG2QRTO2

not attested not anchored not stored refs pending

Aligning Large Vision-Language Models by Deep Reinforcement Learning and Direct Preference Optimization

Campbell Wilson, Janis Dalins, Thanh Thi Nguyen

arxiv:2509.06759 v1 · 2025-09-08 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RAEDOOVGYT6KV7ICRGUG2QRTO2}

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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

1 paper in Pith

Beyond the Literal: Decomposing Pragmatic Intent in Multimodal Meme Understanding

Receipt and verification

First computed	2026-07-05T12:06:52.443129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8808373aa6c4fcaafd0289a86d423376b89426aad5073e31efdab704b7394c9e

Aliases

arxiv: 2509.06759 · arxiv_version: 2509.06759v1 · doi: 10.48550/arxiv.2509.06759 · pith_short_12: RAEDOOVGYT6K · pith_short_16: RAEDOOVGYT6KV7IC · pith_short_8: RAEDOOVG

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/RAEDOOVGYT6KV7ICRGUG2QRTO2 \
  | 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: 8808373aa6c4fcaafd0289a86d423376b89426aad5073e31efdab704b7394c9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5bf2d3288101df1b77fdf9d0b00438bad9183185bacbc620a72aa2de39ab20a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-08T14:47:57Z",
    "title_canon_sha256": "dbb2bfeb54f48bf1261f02b3dababd1ae0acadebfc4f8d95187aca46ce208c77"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.06759",
    "kind": "arxiv",
    "version": 1
  }
}