Pith Number

pith:4GETQN3L

pith:2025:4GETQN3LW5FXTG7XHGV66TQJCC

not attested not anchored not stored refs pending

Latent Implicit Visual Reasoning

Chuyi Shang, Kelvin Li, Leonid Karlinsky, Roei Herzig, Rogerio Feris, Trevor Darrell

arxiv:2512.21218 v2 · 2025-12-24 · 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{4GETQN3LW5FXTG7XHGV66TQJCC}

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

6 papers in Pith

Ablate-to-Validate: Are Vision-Language Models Really Using Continuous Thought Tokens?

LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning

Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models

Receipt and verification

First computed	2026-06-05T00:13:44.945494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e18938376bb74b799bf739abef4e09108cfeabc94093784c0af5d9396b8ceb0d

Aliases

arxiv: 2512.21218 · arxiv_version: 2512.21218v2 · doi: 10.48550/arxiv.2512.21218 · pith_short_12: 4GETQN3LW5FX · pith_short_16: 4GETQN3LW5FXTG7X · pith_short_8: 4GETQN3L

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/4GETQN3LW5FXTG7XHGV66TQJCC \
  | 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: e18938376bb74b799bf739abef4e09108cfeabc94093784c0af5d9396b8ceb0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cdd7ff354060d90293ef302417c89af4f9e53cb62926bf269fd47c1303591d9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-24T14:59:49Z",
    "title_canon_sha256": "8a80afb1648ea5700fff51b91d2e3239c06a338761ade10e22d671544d9aedd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.21218",
    "kind": "arxiv",
    "version": 2
  }
}