Pith Number

pith:OAYRY7AP

pith:2025:OAYRY7APTCVLYR5ZCE2RBJRYTG

not attested not anchored not stored refs pending

Unpacking Softmax: How Temperature Drives Representation Collapse, Compression, and Generalization

Aurelien Lucchi, Mateusz Ostaszewski, Razvan Pascanu, Tin Sum Cheng, Tomasz Trzci\'nski, Wojciech Masarczyk

arxiv:2506.01562 v1 · 2025-06-02 · cs.LG · 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{OAYRY7APTCVLYR5ZCE2RBJRYTG}

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	2026-07-05T11:14:15.937053Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

70311c7c0f98aabc47b9113510a63899a7eea3c9eff1b9099c034a3921a15854

Aliases

arxiv: 2506.01562 · arxiv_version: 2506.01562v1 · doi: 10.48550/arxiv.2506.01562 · pith_short_12: OAYRY7APTCVL · pith_short_16: OAYRY7APTCVLYR5Z · pith_short_8: OAYRY7AP

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/OAYRY7APTCVLYR5ZCE2RBJRYTG \
  | 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: 70311c7c0f98aabc47b9113510a63899a7eea3c9eff1b9099c034a3921a15854

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f87d295c6677d1e8f4c9255d284980fa86ad40b082520408ea40f65d1b7183a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-02T11:38:10Z",
    "title_canon_sha256": "92c8059b1a82a03df042bb4e0ae47a96e91c8e77ea34359da20bc07974882fe4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.01562",
    "kind": "arxiv",
    "version": 1
  }
}