Pith Number

pith:OGSAJYZB

pith:2026:OGSAJYZBQY5WTQMUG3WZOPJIIY

not attested not anchored not stored refs pending

A Random Matrix Theory Perspective on the Consistency of Diffusion Models

Binxu Wang, Cengiz Pehlevan, Jacob Zavatone-Veth

arxiv:2602.02908 v2 · 2026-02-02 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OGSAJYZBQY5WTQMUG3WZOPJIIY}

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

3 papers in Pith

An exact information theory of generalization phase transitions in Bayesian diffusion models

Memorisation, convergence and generalisation in generative models

The two clocks and the innovation window: When and how generative models learn rules

Receipt and verification

First computed	2026-07-07T02:17:17.903890Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71a404e321863b69c19436ed973d284633b9102d7acc4479d92e0917522e9779

Aliases

arxiv: 2602.02908 · arxiv_version: 2602.02908v2 · doi: 10.48550/arxiv.2602.02908 · pith_short_12: OGSAJYZBQY5W · pith_short_16: OGSAJYZBQY5WTQMU · pith_short_8: OGSAJYZB

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/OGSAJYZBQY5WTQMUG3WZOPJIIY \
  | 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: 71a404e321863b69c19436ed973d284633b9102d7acc4479d92e0917522e9779

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "678951b5d88215ac20cb2b7126a7f63a79e1cea23193d0bc9a8bfb8f320ad032",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-02T23:30:28Z",
    "title_canon_sha256": "beff5bdee7efd568d2fe497177998e168bf0a2ecc43a8de9c795be5ba0d5d160"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.02908",
    "kind": "arxiv",
    "version": 2
  }
}