Pith Number

pith:FNWIGLP3

pith:2026:FNWIGLP3MSXU6V2CNYRDDZ7FVE

not attested not anchored not stored refs pending

Defensive Boosting for Online Probabilistic Forecasting

Aaron Roth, Georgy Noarov

arxiv:2608.13554 v1 · 2026-08-13 · 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{FNWIGLP3MSXU6V2CNYRDDZ7FVE}

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	2026-08-14T01:25:03.475597Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b6c832dfb64af4f57426e2231e7e5a9319f8d5516a1dcb0a450b2c568ae7857

Aliases

arxiv: 2608.13554 · arxiv_version: 2608.13554v1 · doi: 10.48550/arxiv.2608.13554 · pith_short_12: FNWIGLP3MSXU · pith_short_16: FNWIGLP3MSXU6V2C · pith_short_8: FNWIGLP3

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/FNWIGLP3MSXU6V2CNYRDDZ7FVE \
  | 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: 2b6c832dfb64af4f57426e2231e7e5a9319f8d5516a1dcb0a450b2c568ae7857

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b97bd12be3e04c406822b721f2ee8ac23ae8513a54eb0bfe0c1633d2bb2d5520",
    "cross_cats_sorted": [
      "cs.CC",
      "cs.DS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-13T17:59:35Z",
    "title_canon_sha256": "4a3c765acef65b9c540814ac178fe469a1cc5f26a3eb17ed6861334326719093"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13554",
    "kind": "arxiv",
    "version": 1
  }
}