Pith Number

pith:JWAMCQKA

pith:2024:JWAMCQKA64PMFRIAZWM5I4NYCT

not attested not anchored not stored refs pending

Optimizing Vision-Language Interactions Through Decoder-Only Models

Benjamin Tan, Brian Wong, Kaito Tanaka

arxiv:2412.10758 v1 · 2024-12-14 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JWAMCQKA64PMFRIAZWM5I4NYCT}

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	2026-07-05T09:49:21.134474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d80c14140f71ec2c500cd99d471b814c52455a985f39fd11a1b8d419d3c3b4b

Aliases

arxiv: 2412.10758 · arxiv_version: 2412.10758v1 · doi: 10.48550/arxiv.2412.10758 · pith_short_12: JWAMCQKA64PM · pith_short_16: JWAMCQKA64PMFRIA · pith_short_8: JWAMCQKA

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/JWAMCQKA64PMFRIAZWM5I4NYCT \
  | 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: 4d80c14140f71ec2c500cd99d471b814c52455a985f39fd11a1b8d419d3c3b4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13cecc8bfe7efedcdcd59dbc79cb760ee9cf78ce97960daa6d15acd97d058987",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-14T09:04:32Z",
    "title_canon_sha256": "2c0267fc556844023210ba5f2788d1eaf97941c6b55df1eb9839092f7213ca53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10758",
    "kind": "arxiv",
    "version": 1
  }
}