Pith Number

pith:V73KGVK2

pith:2024:V73KGVK2YHRL73GN6SV5U7PHM6

not attested not anchored not stored refs pending

1st-Order Magic: Analysis of Sharpness-Aware Minimization

Nalin Tiwary, Siddarth Aananth

arxiv:2411.01714 v1 · 2024-11-03 · 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{V73KGVK2YHRL73GN6SV5U7PHM6}

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	2026-07-05T09:30:35.162832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aff6a3555ac1e2bfeccdf4abda7de76795625d56fb3f2f660ac1532cfc1fcaaf

Aliases

arxiv: 2411.01714 · arxiv_version: 2411.01714v1 · doi: 10.48550/arxiv.2411.01714 · pith_short_12: V73KGVK2YHRL · pith_short_16: V73KGVK2YHRL73GN · pith_short_8: V73KGVK2

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/V73KGVK2YHRL73GN6SV5U7PHM6 \
  | 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: aff6a3555ac1e2bfeccdf4abda7de76795625d56fb3f2f660ac1532cfc1fcaaf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dd55fdd8134fa7c50da87a1a3854c976af51c88ed2c3e5c02a413244ca1aafe",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-03T23:50:34Z",
    "title_canon_sha256": "dc11dd4ce8cc75caf388d8a8f44b04241f9c396f2926cfa9d0832e8a66242bc8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.01714",
    "kind": "arxiv",
    "version": 1
  }
}