Pith Number

pith:WBBI5FEN

pith:2026:WBBI5FEN5HUOLGKXBMZLXQHV27

not attested not anchored not stored refs resolved

Generative AI Fuels Solo Entrepreneurship, but Teams Still Lead at the Top

Hyo Kang, Hyunso Kim, Jaeyong Song

Generative AI boosts solo product launches but teams still dominate top quality rankings.

arxiv:2605.10291 v1 · 2026-05-11 · econ.GN · cs.AI · cs.ET · q-fin.EC · stat.AP

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\usepackage{pith}
\pithnumber{WBBI5FEN5HUOLGKXBMZLXQHV27}

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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.

Claims

C1strongest claim

Generative AI lowers barriers to solo entrepreneurship while reinforcing team-based advantages, as solo entry rose sharply but teams dominate top quality tiers.

C2weakest assumption

That the observed increase in solo launches is primarily caused by ChatGPT rather than concurrent trends, and that platform rankings accurately capture long-term entrepreneurial quality.

C3one line summary

Generative AI boosted solo entrepreneurial entry on Product Hunt after ChatGPT but teams still dominate the top quality tiers.

References

20 extracted · 20 resolved · 1 Pith anchors

[1] Economic Policy , volume=

[2] Journal of Business Venturing , volume=

[3] The rapid adoption of generative AI , author=

[4] Journal of Economic Literature , volume=

[5] Quarterly Journal of Economics , volume=

Formal links

2 machine-checked theorem links

Receipt and verification

First computed	2026-05-18T15:04:06.646060Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0428e948de9e8e599570b32bbc0f5d7d20f50db1584b1ccdecee1c3d182b5d2

Aliases

arxiv: 2605.10291 · arxiv_version: 2605.10291v1 · doi: 10.48550/arxiv.2605.10291 · pith_short_12: WBBI5FEN5HUO · pith_short_16: WBBI5FEN5HUOLGKX · pith_short_8: WBBI5FEN

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/WBBI5FEN5HUOLGKXBMZLXQHV27 \
  | 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: b0428e948de9e8e599570b32bbc0f5d7d20f50db1584b1ccdecee1c3d182b5d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f346ff0b8589fef99afdad0b55c4c6c8eef56516bd0a900b925a6b7187ee2973",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "q-fin.EC",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.GN",
    "submitted_at": "2026-05-11T09:53:44Z",
    "title_canon_sha256": "64a5aff4600bf0936449f402e8eb95e3a9f31e72ced4a88ea4542a1503f5b90a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.10291",
    "kind": "arxiv",
    "version": 1
  }
}