Pith Number

pith:IROKSFDE

pith:2026:IROKSFDEII7IFEEXAYLFALCA3A

not attested not anchored not stored refs pending

Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping

El Mahdi Chayti, Hsun-Yu Kuo, Martin Jaggi, Patrik Reizinger, Wieland Brendel

arxiv:2606.29983 v1 · 2026-06-29 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IROKSFDEII7IFEEXAYLFALCA3A}

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	2026-06-30T02:17:44.027185Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

445ca91464423e8290970616502c40d815c27c132cce3ebfddb9b14464d146b7

Aliases

arxiv: 2606.29983 · arxiv_version: 2606.29983v1 · doi: 10.48550/arxiv.2606.29983 · pith_short_12: IROKSFDEII7I · pith_short_16: IROKSFDEII7IFEEX · pith_short_8: IROKSFDE

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/IROKSFDEII7IFEEXAYLFALCA3A \
  | 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: 445ca91464423e8290970616502c40d815c27c132cce3ebfddb9b14464d146b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37e96994e7f24add3e835be3322505447b66b5fe8d12dbe3ab508ff8fc45b0cb",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-29T08:58:09Z",
    "title_canon_sha256": "07fa3f54f5efe9d69d194933978765523ce8ca15dcf5b684d30264163481153f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29983",
    "kind": "arxiv",
    "version": 1
  }
}