Pith Number

pith:AO4RZQ25

pith:2026:AO4RZQ252RSMMEBLJTSU4MN3JI

not attested not anchored not stored refs pending

SoftWater: Class-Aware Rate Allocation for Softmax Quantization

Ashia C. Wilson, Joao V. Cavalcanti

arxiv:2608.12026 v1 · 2026-08-12 · 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{AO4RZQ252RSMMEBLJTSU4MN3JI}

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	2026-08-13T01:29:17.101341Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03b91cc35dd464c6102b4ce54e31bb4a0c6da75a56dd92efa7d70e24476f1870

Aliases

arxiv: 2608.12026 · arxiv_version: 2608.12026v1 · doi: 10.48550/arxiv.2608.12026 · pith_short_12: AO4RZQ252RSM · pith_short_16: AO4RZQ252RSMMEBL · pith_short_8: AO4RZQ25

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/AO4RZQ252RSMMEBLJTSU4MN3JI \
  | 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: 03b91cc35dd464c6102b4ce54e31bb4a0c6da75a56dd92efa7d70e24476f1870

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b60cae7919e8ae0ec65c4d326c57c1722426f71d5655b26cdda9c99395d2250",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-12T13:06:50Z",
    "title_canon_sha256": "db80b3ca354e209c39cbaaec1af9192679f49712c42b375326e3e9a579fc6d8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12026",
    "kind": "arxiv",
    "version": 1
  }
}