Pith Number

pith:S5K2EEPX

pith:2026:S5K2EEPXYSZKF3MWRRPUJSGL4P

not attested not anchored not stored refs pending

Thermodynamic Weight Decay: Exploring Grokking Acceleration via Attention Specific Heat

Chitraansh Pandey

arxiv:2607.20552 v1 · 2026-07-15 · 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{S5K2EEPXYSZKF3MWRRPUJSGL4P}

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	2026-07-24T00:23:22.205412Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9755a211f7c4b2a2ed968c5f44c8cbe3fae37ddcb3e98773e0320b09d695180b

Aliases

arxiv: 2607.20552 · arxiv_version: 2607.20552v1 · doi: 10.48550/arxiv.2607.20552 · pith_short_12: S5K2EEPXYSZK · pith_short_16: S5K2EEPXYSZKF3MW · pith_short_8: S5K2EEPX

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/S5K2EEPXYSZKF3MWRRPUJSGL4P \
  | 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: 9755a211f7c4b2a2ed968c5f44c8cbe3fae37ddcb3e98773e0320b09d695180b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c746ac272aec0421772baa28fd09abc9d657e739c66e773e7437b6a364ad332",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-15T09:25:17Z",
    "title_canon_sha256": "161c9a6816bb3c28bb4416a7858f0a3159c942583941be7b03ab9bc0f2844a4c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.20552",
    "kind": "arxiv",
    "version": 1
  }
}