Pith Number

pith:Y6XGLC2M

pith:2023:Y6XGLC2MUYMJOIFT6V44FGVRJS

not attested not anchored not stored refs pending

How will Language Modelers like ChatGPT Affect Occupations and Industries?

Ed Felten, Manav Raj, Robert Seamans

arxiv:2303.01157 v2 · 2023-03-02 · econ.GN · q-fin.EC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y6XGLC2MUYMJOIFT6V44FGVRJS}

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.

Cited by

4 papers in Pith

Generative AI and the Reorganization of Labor Demand

Who Prices Cognitive Labor in the Age of Agents? Compute-Anchored Wages

Bounded by Risk, Not Capability: Quantifying AI Occupational Substitution Rates via a Tech-Risk Dual-Factor Model

Receipt and verification

First computed	2026-07-05T05:52:27.366409Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7ae658b4ca6189720b3f579c29ab14c8cd48c6e713ab9051826330afdbef663

Aliases

arxiv: 2303.01157 · arxiv_version: 2303.01157v2 · doi: 10.48550/arxiv.2303.01157 · pith_short_12: Y6XGLC2MUYMJ · pith_short_16: Y6XGLC2MUYMJOIFT · pith_short_8: Y6XGLC2M

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/Y6XGLC2MUYMJOIFT6V44FGVRJS \
  | 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: c7ae658b4ca6189720b3f579c29ab14c8cd48c6e713ab9051826330afdbef663

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a4a4f692678f59acc1002b6e67f352b913652e928e2b8a7a35ff8b011ccdada",
    "cross_cats_sorted": [
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2023-03-02T11:04:06Z",
    "title_canon_sha256": "6775950096328f357d7d139ea7c3a00e988d72681ff87733497008392b0224af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01157",
    "kind": "arxiv",
    "version": 2
  }
}