Pith Number

pith:IRVHYJEG

pith:2025:IRVHYJEGCVKQCV7L5ZR6NMSYS7

not attested not anchored not stored refs pending

Controlling Multimodal LLMs via Reward-guided Decoding

Adriana Romero-Soriano, Aishwarya Agrawal, Koustuv Sinha, Michal Drozdzal, Oscar Ma\~nas, Pierluca D'Oro

arxiv:2508.11616 v1 · 2025-08-15 · cs.CV · cs.AI · cs.CL · 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{IRVHYJEGCVKQCV7L5ZR6NMSYS7}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T11:54:36.271803Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

446a7c248615550157ebee63e6b25897d3cf2ea9a1111349003f1b2993d13e5e

Aliases

arxiv: 2508.11616 · arxiv_version: 2508.11616v1 · doi: 10.48550/arxiv.2508.11616 · pith_short_12: IRVHYJEGCVKQ · pith_short_16: IRVHYJEGCVKQCV7L · pith_short_8: IRVHYJEG

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/IRVHYJEGCVKQCV7L5ZR6NMSYS7 \
  | 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: 446a7c248615550157ebee63e6b25897d3cf2ea9a1111349003f1b2993d13e5e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94808666d91d5569a32a181c5cd50b40838d2641dd141513285614731a2a3cd7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-08-15T17:29:06Z",
    "title_canon_sha256": "16c499c92fb4a8bdc7b28e5a6bd1d6ce227c7e855c97e892cb807aee8a84b376"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.11616",
    "kind": "arxiv",
    "version": 1
  }
}