Pith Number

pith:HCLHACIS

pith:2026:HCLHACISJLPAS2XPNZXQH4WYJ3

not attested not anchored not stored refs pending

Learning with Simulators: No Regret in a Computationally Bounded World

Abhishek Shetty, Alexander Rakhlin, Noah Golowich, Sasha Voitovych

arxiv:2606.13576 v1 · 2026-06-11 · cs.LG · cs.CC · cs.DS · 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{HCLHACISJLPAS2XPNZXQH4WYJ3}

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	2026-06-12T01:10:11.055882Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38967009124ade096aef6e6f03f2d84ecd45f37ec1f851b92615b24d07a63838

Aliases

arxiv: 2606.13576 · arxiv_version: 2606.13576v1 · doi: 10.48550/arxiv.2606.13576 · pith_short_12: HCLHACISJLPA · pith_short_16: HCLHACISJLPAS2XP · pith_short_8: HCLHACIS

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/HCLHACISJLPAS2XPNZXQH4WYJ3 \
  | 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: 38967009124ade096aef6e6f03f2d84ecd45f37ec1f851b92615b24d07a63838

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb2951454c8a29d4701570196b8d6c512f62df56db371cd4fc6c6bc384561fee",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-11T17:02:24Z",
    "title_canon_sha256": "1e43dcbf779213b87a7fa26aea9d451e434cf8935a04bfa20d754e5a5f26850e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.13576",
    "kind": "arxiv",
    "version": 1
  }
}