Pith Number

pith:VPP36DFA

pith:2026:VPP36DFA43YW3FWP3P3VDGTKZL

not attested not anchored not stored refs pending

Attention Dynamics in Diffusion Models: A Visual Analytics Framework for Human-AI Collaboration

George Legrady, Yiran Xiao

arxiv:2607.02563 v1 · 2026-06-28 · cs.CV · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VPP36DFA43YW3FWP3P3VDGTKZL}

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	2026-07-07T00:16:00.689274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

abdfbf0ca0e6f16d96cfdbf7519a6acafd3ed4b6b1c0e75a918470b2aabfed42

Aliases

arxiv: 2607.02563 · arxiv_version: 2607.02563v1 · doi: 10.48550/arxiv.2607.02563 · pith_short_12: VPP36DFA43YW · pith_short_16: VPP36DFA43YW3FWP · pith_short_8: VPP36DFA

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/VPP36DFA43YW3FWP3P3VDGTKZL \
  | 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: abdfbf0ca0e6f16d96cfdbf7519a6acafd3ed4b6b1c0e75a918470b2aabfed42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "206c584c6fcdb88c1542f7303931b92a8fa5aa06750642d8bbdf73c865b0bdbd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-28T23:11:22Z",
    "title_canon_sha256": "02fc017a58124c942505c63e4989a71c8511a36011be935ef0311558715e55c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02563",
    "kind": "arxiv",
    "version": 1
  }
}