Pith Number

pith:WAY2MQTR

pith:2026:WAY2MQTRDLM6IETC4OULWUB3DA

not attested not anchored not stored refs pending

Forecasting Future Behavior as a Learning Task

Asa Cooper Stickland, Mosh Levy, Yoav Goldberg

arxiv:2606.11445 v1 · 2026-06-09 · 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{WAY2MQTRDLM6IETC4OULWUB3DA}

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	2026-06-11T01:09:49.125470Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b031a642711ad9e41262e3a8bb503b183c87ed9be1317bc5076aecb913cd4300

Aliases

arxiv: 2606.11445 · arxiv_version: 2606.11445v1 · doi: 10.48550/arxiv.2606.11445 · pith_short_12: WAY2MQTRDLM6 · pith_short_16: WAY2MQTRDLM6IETC · pith_short_8: WAY2MQTR

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/WAY2MQTRDLM6IETC4OULWUB3DA \
  | 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: b031a642711ad9e41262e3a8bb503b183c87ed9be1317bc5076aecb913cd4300

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e6bd502ee8271197e8bbb565c6769bb3503e7ead5deca572a68b46e88416977",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-09T20:56:23Z",
    "title_canon_sha256": "ce25e1647ec4e198d3041406ff8ed0a754a65ea0d55de96bf888cbcc83ca5557"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.11445",
    "kind": "arxiv",
    "version": 1
  }
}