Pith Number

pith:BLXO7MRO

pith:2024:BLXO7MROVZTVC4BCB7RFC2MKEB

not attested not anchored not stored refs pending

Understanding Alignment in Multimodal LLMs: A Comprehensive Study

Afshin Dehghan, Christian Kerl, Christoph Roesmann, Elmira Amirloo, Jean-Philippe Fauconnier, Peter Grasch, Rinu Boney, Yinfei Yang, Yusu Qian, Zhe Gan, Zirui Wang

arxiv:2407.02477 v1 · 2024-07-02 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BLXO7MROVZTVC4BCB7RFC2MKEB}

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.

Cited by

4 papers in Pith

Personalization Meets Safety:Mechanisms,Risks,and Mitigations in Personalized LLMs

Vocabulary Hijacking in LVLMs: Unveiling Critical Attention Heads by Excluding Inert Tokens to Mitigate Hallucination

STORM: End-to-End Referring Multi-Object Tracking in Videos

Seed1.5-VL Technical Report

Receipt and verification

First computed	2026-07-05T08:39:24.486663Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0aeeefb22eae675170220fe251698a205e07df74f6a1ec6d0a7cc079a140ac5b

Aliases

arxiv: 2407.02477 · arxiv_version: 2407.02477v1 · doi: 10.48550/arxiv.2407.02477 · pith_short_12: BLXO7MROVZTV · pith_short_16: BLXO7MROVZTVC4BC · pith_short_8: BLXO7MRO

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/BLXO7MROVZTVC4BCB7RFC2MKEB \
  | 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: 0aeeefb22eae675170220fe251698a205e07df74f6a1ec6d0a7cc079a140ac5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17a59ebc9b4f157f9279ecc07ca07be76b6d5fdce78fee4c218bfd4c07446df5",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-02T17:55:03Z",
    "title_canon_sha256": "8357eacd0d8e1fd478cecfc420b12b55fabbe85ec781fb79b2bad5b41a42429b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.02477",
    "kind": "arxiv",
    "version": 1
  }
}