Pith Number

pith:TTBPLHHJ

pith:2026:TTBPLHHJJ5RP3URV6X5V7WGO5I

not attested not anchored not stored refs pending

Momentum Streams for Optimizer-Inspired Transformers

Jiayun Wu, Jingchu Gai, Nai-Chieh Huang

arxiv:2605.24425 v1 · 2026-05-23 · cs.LG · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TTBPLHHJJ5RP3URV6X5V7WGO5I}

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	2026-05-26T01:03:39.111285Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cc2f59ce94f62fdd235f5fb5fd8ceea079c78c82aa58fcf448eb780d97fdc89

Aliases

arxiv: 2605.24425 · arxiv_version: 2605.24425v1 · doi: 10.48550/arxiv.2605.24425 · pith_short_12: TTBPLHHJJ5RP · pith_short_16: TTBPLHHJJ5RP3URV · pith_short_8: TTBPLHHJ

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/TTBPLHHJJ5RP3URV6X5V7WGO5I \
  | 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: 9cc2f59ce94f62fdd235f5fb5fd8ceea079c78c82aa58fcf448eb780d97fdc89

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c520073f491b032aff2c29b6ed1e55701bf59e576bc8fac46731297aa86e844e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-23T06:40:27Z",
    "title_canon_sha256": "a3dac7ae6ea84130e9bff6f3c180515613b1779f6b24e914df56ae3084717c90"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24425",
    "kind": "arxiv",
    "version": 1
  }
}