Pith. sign in
Pith Number

pith:OUYVYJY4

pith:2026:OUYVYJY4QTZBO4VFULGS5UOJ2B
not attested not anchored not stored refs pending

AI Strategy: How to Choose What AI Product to Implement

Foster Provost, Panos Ipeirotis

arxiv:2607.23733 v1 · 2026-07-26 · cs.CY · cs.AI · cs.LG · econ.GN · q-fin.EC · stat.AP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{OUYVYJY4QTZBO4VFULGS5UOJ2B}

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 2026-07-28T01:23:08.021769Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

75315c271c84f21772a5a2cd2ed1c9d07a43353ab9ead9981b52b8c106f4714b

Aliases

arxiv: 2607.23733 · arxiv_version: 2607.23733v1 · doi: 10.48550/arxiv.2607.23733 · pith_short_12: OUYVYJY4QTZB · pith_short_16: OUYVYJY4QTZBO4VF · pith_short_8: OUYVYJY4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/OUYVYJY4QTZBO4VFULGS5UOJ2B \
  | 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: 75315c271c84f21772a5a2cd2ed1c9d07a43353ab9ead9981b52b8c106f4714b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "29f243d907cf7b94c0ad9c36e41d8ffb79326a5b2d973e8ad11d861f4f7c2592",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "econ.GN",
      "q-fin.EC",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2026-07-26T16:05:39Z",
    "title_canon_sha256": "91fa1a66495aa9f8fc176a81b4d17ad8763729691496a83557b54b8ab866acf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.23733",
    "kind": "arxiv",
    "version": 1
  }
}