Pith Number

pith:H53LM2WP

pith:2025:H53LM2WPHTWBZKVY32FQOWMDT4

not attested not anchored not stored refs pending

When Do AI Gains Become Broadly Shareable? A Policy Threshold for AI-Driven Automation

Aran Nayebi

arxiv:2505.18687 v4 · 2025-05-24 · econ.GN · cs.AI · cs.GT · 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{H53LM2WPHTWBZKVY32FQOWMDT4}

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	2026-07-31T00:10:07.800674Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

3f76b66acf3cec1caab8de8b0759839f3bdc3bdb3d41c5f698b0bcdfdb685d7b

Aliases

arxiv: 2505.18687 · arxiv_version: 2505.18687v4 · doi: 10.48550/arxiv.2505.18687 · pith_short_12: H53LM2WPHTWB · pith_short_16: H53LM2WPHTWBZKVY · pith_short_8: H53LM2WP

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/H53LM2WPHTWBZKVY32FQOWMDT4 \
  | 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: 3f76b66acf3cec1caab8de8b0759839f3bdc3bdb3d41c5f698b0bcdfdb685d7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba6732ee977832e510ea3ce3befc560f2749f999ca50912b2a0e54592cdfbe07",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "q-fin.EC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2025-05-24T13:08:13Z",
    "title_canon_sha256": "13f4341bae59e6939a3765b6948c5557780735d5673279f1db739e23779cd327"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18687",
    "kind": "arxiv",
    "version": 4
  }
}