Pith Number

pith:JAARSWON

pith:2026:JAARSWONTR374W7DBXBRF7JZG3

not attested not anchored not stored refs pending

The Power of Test-Time Training for Approximate Sampling

Ankur Moitra, Dhruv Rohatgi, Noah Golowich

arxiv:2606.11437 v1 · 2026-06-09 · cs.DS · cs.AI · 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{JAARSWONTR374W7DBXBRF7JZG3}

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	2026-06-11T01:09:48.532106Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48011959cd9c77fe5be30dc312fd3936e24b48fb9d1e6397588af94953a0e82f

Aliases

arxiv: 2606.11437 · arxiv_version: 2606.11437v1 · doi: 10.48550/arxiv.2606.11437 · pith_short_12: JAARSWONTR37 · pith_short_16: JAARSWONTR374W7D · pith_short_8: JAARSWON

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/JAARSWONTR374W7DBXBRF7JZG3 \
  | 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: 48011959cd9c77fe5be30dc312fd3936e24b48fb9d1e6397588af94953a0e82f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aee9bfdf586223f0efb5e5daf33352764db9bdf6f1d06ae3227f57ff59408cc5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DS",
    "submitted_at": "2026-06-09T20:48:48Z",
    "title_canon_sha256": "a3003bf8d0e52884df7da19c98578b7a06b2923f98ea0a2c4341f41ae390d674"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11437",
    "kind": "arxiv",
    "version": 1
  }
}