Pith. sign in
Pith Number

pith:IRKYR6SS

pith:2023:IRKYR6SS7ZW3LKJTLJV6MU4PS5
not attested not anchored not stored refs pending

GPT has become financially literate: Insights from financial literacy tests of GPT and a preliminary test of how people use it as a source of advice

Pawe{\l} Niszczota, Sami Abbas

arxiv:2309.00649 v2 · 2023-08-31 · cs.CL · cs.AI · cs.CY · econ.GN · q-fin.EC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{IRKYR6SS7ZW3LKJTLJV6MU4PS5}

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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 2026-07-05T09:02:12.750036Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

445588fa52fe6db5a9335a6be6538f9749c253e1d6b5485e196380458c82d1b5

Aliases

arxiv: 2309.00649 · arxiv_version: 2309.00649v2 · doi: 10.48550/arxiv.2309.00649 · pith_short_12: IRKYR6SS7ZW3 · pith_short_16: IRKYR6SS7ZW3LKJT · pith_short_8: IRKYR6SS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/IRKYR6SS7ZW3LKJTLJV6MU4PS5 \
  | 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: 445588fa52fe6db5a9335a6be6538f9749c253e1d6b5485e196380458c82d1b5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "50106648196e7759c7d32f57b4103f4b68aab0ce57a3c3de90a0fe08aeab0a2a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-08-31T12:53:52Z",
    "title_canon_sha256": "be648f9493c97251e647a9122eec7c4721e990ede41dd1680f89376d8b12ee36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.00649",
    "kind": "arxiv",
    "version": 2
  }
}