Pith Number

pith:VFTD3AGH

pith:2026:VFTD3AGH6AYQKLTBTB4J7F26X3

not attested not anchored not stored refs pending

Drift Happens: An Empirical Study of Neural Architecture Robustness to Temporal Distribution Shift

Berkeley, Computer Sciences, Riccardo Colletti (1) ((1) Department of Electrical Engineering, Robin Holzinger (1), University of California, USA)

arxiv:2607.05908 v1 · 2026-07-07 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VFTD3AGH6AYQKLTBTB4J7F26X3}

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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	2026-07-08T01:18:49.902612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9663d80c7f031052e6198789f975ebec9189b6dfb48718660ace7f15db3eefe

Aliases

arxiv: 2607.05908 · arxiv_version: 2607.05908v1 · doi: 10.48550/arxiv.2607.05908 · pith_short_12: VFTD3AGH6AYQ · pith_short_16: VFTD3AGH6AYQKLTB · pith_short_8: VFTD3AGH

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/VFTD3AGH6AYQKLTBTB4J7F26X3 \
  | 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: a9663d80c7f031052e6198789f975ebec9189b6dfb48718660ace7f15db3eefe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cdfc585c092e294f35be050f2fa935eb05d8ab900b31816be3b37dd4250dad54",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-07T07:03:03Z",
    "title_canon_sha256": "669eef33b1753abe0301c6868e0ed5fc172b12afaf215d8555d797faa3f52cd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.05908",
    "kind": "arxiv",
    "version": 1
  }
}