pith. sign in
Pith Number

pith:W5DTY6P2

pith:2026:W5DTY6P2MCCR3G5UYUQLU66R5S
not attested not anchored not stored refs pending

Simply Stabilizing the Loop via Fully Looped Transformer

Hechang Chen, Jiankun Zhang, Jing Ma, Rao Fu, Yi Chang, Yu Li, Zixuan Yang

arxiv:2605.18797 v1 · 2026-05-11 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{W5DTY6P2MCCR3G5UYUQLU66R5S}

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 2026-05-20T00:06:22.939255Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b7473c79fa60851d9bb4c520ba7bd1eca96ff250de91475d0ff5a4b81f6ceceb

Aliases

arxiv: 2605.18797 · arxiv_version: 2605.18797v1 · doi: 10.48550/arxiv.2605.18797 · pith_short_12: W5DTY6P2MCCR · pith_short_16: W5DTY6P2MCCR3G5U · pith_short_8: W5DTY6P2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/W5DTY6P2MCCR3G5UYUQLU66R5S \
  | 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: b7473c79fa60851d9bb4c520ba7bd1eca96ff250de91475d0ff5a4b81f6ceceb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "794733341508c557016e7bfe160ad2030dd2c03413f902cdfa51e24fac1ac4bf",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-11T07:21:53Z",
    "title_canon_sha256": "dd3eb696822336de390b9b63b2d54f8e17bffe331dd7b5a65cb0f71a39ede80a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.18797",
    "kind": "arxiv",
    "version": 1
  }
}